[ { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Al" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "257", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "263.33", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.68", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "As" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "246.6", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "244.06", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.94", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "290", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "281.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.9", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Be" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "248.5", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.55", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.12", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "303.55", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "2.33", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.49", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.47", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "301.43", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "281.97", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.32", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "251.25", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "7.24", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.75", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mo" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "323.7", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "21", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "292.65", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "301.48", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "290.78", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "14.78", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "291.69", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "298.33", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "319.45", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.51", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "274.47", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "P" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "292.3", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "37.47", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "246.83", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "238.92", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "281", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "7.71", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.61", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.33", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pt" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "290.4", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "282.71", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "281.63", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "S" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "218.3", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "250.26", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "240.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Se" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "213", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "14.78", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "232", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "244.61", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Si" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "243", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "7.75", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.7", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "261.7", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "253.02", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "248.63", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ta" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "319", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "294.59", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "310.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "W" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "269.7", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "295.66", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "318.03", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "259.7", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.14", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "251.57", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cr " } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "253.7", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.15", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.38", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "257.9", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "6.58", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "253.52", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.27", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mo" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "262.9", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "3.25", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "290.59", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "295.78", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "292.05", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.47", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.77", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pt" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "279.3", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.02", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.92", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "S" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "221.55", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "6.51", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "236.28", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "234.75", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "V" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "221.9", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "13.04", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.84", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "278.55", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "W" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "282.2", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.95", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "312.33", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "255.8", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "13.93", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.44", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "245.87", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "281.27", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.7", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Al" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "268", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "6.43", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "248.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "243.69", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "As" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "251.9", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "251.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "245.95", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "252.85", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.84", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "253.9", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Be" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "205.95", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.7", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.88", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.12", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "276.81", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.62", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "273.37", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "263.47", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cr " } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "284.57", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "286.29", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "273.09", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "256.23", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.65", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.33", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "263.33", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "33.53", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.25", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "264.98", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hf" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "255.4", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "17.75", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.27", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "282.27", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "In" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "262.7", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "250.38", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "236.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ir" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "310.6", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "6.13", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "295.09", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "283.81", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "267", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "10.48", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.66", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "246.56", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "280.9", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.8", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.08", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "258.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mo" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "282.15", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "9.08", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.01", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "289.48", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "259.35", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "2.31", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.21", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "286.33", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "250.5", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.77", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "258.84", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "265.7", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "10.89", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.75", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.33", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pt" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "285.6", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "281.82", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.63", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "215.6", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "237.85", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.41", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Re" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "255", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.71", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "300.92", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rh" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "285.7", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.2", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "286.73", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "273.94", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ru" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "296.1", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "3.32", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "292.79", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.97", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "S" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "219", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "222.93", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "228.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "264", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "256.35", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "245.47", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Si" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "285.3", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "7.92", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.24", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "258.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "267.2", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "236.63", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ta" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "254.25", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.63", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "298.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Te" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "254", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "245.18", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "240.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ti" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "269.23", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "10.32", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.02", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.76", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "U" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "236.2", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "240.87", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.32", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "V" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "278.4", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "284.9", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.25", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "W" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "303.8", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.9", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "306.04", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "276", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "253.92", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "239.57", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "197.33", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "4.6", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "196.71", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "204.64", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Al" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "183.25", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "180.56", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "193.62", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "As" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "176.1", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "10.78", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "168.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "209.6", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.8", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "203.84", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Bi" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "178.1", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.22", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.29", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "192.47", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "6.22", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.28", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.77", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "228.75", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "211.03", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "213.41", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "195", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "4.3", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "230.84", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "223.03", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "215.52", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "2.76", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "215.16", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "214.91", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ga" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "194.3", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "0.42", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "170.14", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "180.23", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ge" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "186.45", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "3.51", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.68", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "199.78", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "184.2", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "174.45", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "181.16", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "In" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "195", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "171.2", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "186.12", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ir" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "276.4", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "3.19", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "246.61", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "233.75", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "197.75", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "9.12", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "201.17", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "253.9", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "250.82", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "236.27", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "234.8", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.84", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.88", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "212.41", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "P" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "159.3", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.9", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "161.82", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "176.86", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "182.4", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.34", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.78", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "192.99", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "227.6", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "215.89", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "215.27", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pt" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "233.15", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.98", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "223.59", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "219.57", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rh" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "242.8", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "231.54", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "223.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ru" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "257.5", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "3.18", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "242.08", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "230.91", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "S" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "176.37", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "163.75", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.39", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "181.15", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "2.62", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.13", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.41", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Si" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "182.23", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.06", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "186.73", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "170.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "186.57", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Te" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "180.5", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "177.65", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "190.82", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ti" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "196", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "0.21", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "220.81", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "217.69", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tl" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "181.3", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.31", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "193.7", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "V" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "215", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "228.52", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "222.19", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "192.14", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "26.34", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "174.18", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "As" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "149.6", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "2.19", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "162.85", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "181.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "196.48", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "183.76", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.46", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "176.8", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "9.14", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.02", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "175.39", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "204.1", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "2.04", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.21", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "199.03", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "201.55", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "225.93", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.64", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "193", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "184.71", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "205.73", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "209.47", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "200.53", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ga" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "162.9", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "166.27", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "165.85", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ge" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "152.8", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "4.09", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "172.84", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "185.4", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "159.5", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "157.52", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "166.78", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "In" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "175", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "166.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "171.74", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "225.7", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "5.11", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "203", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "198.03", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "159.5", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "169.04", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.61", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "237.6", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "210.23", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "200.89", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pt" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "236.95", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "11.95", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "218.27", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ru" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "275.5", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "238.02", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "216.53", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "S" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "163.3", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "0.84", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "160.43", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "164.01", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "163.4", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "167.45", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "181.03", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Se" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "157.4", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "167.6", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "168.16", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "171", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "165.53", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "172.19", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Te" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "162.9", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "172.42", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "176.44", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ti" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "198", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "11.6", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "215.35", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "203.31", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tl" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "158.7", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "7.29", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "172.47", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "179.32", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "V" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "209", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "223.47", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207.81", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "174.6", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "169.14", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "175.13", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "168.93", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.77", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "171.11", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.96", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Al" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "143.6", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "159.58", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "162.94", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "180.93", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "5.94", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "185.38", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "182.73", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "191.4", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207.88", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "192.35", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "170.2", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "165.58", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.58", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "171.27", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.79", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "184.23", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ge" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "144.5", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "155.08", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "169.1", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hf" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "225.8", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "229.07", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "201.52", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "In" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "153.7", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "152.62", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "155.44", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "169.1", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "175.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "177.77", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "185.63", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "183.14", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "181.73", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "195.1", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "0.55", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "190.59", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "184.59", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pt" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "201.4", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "199.24", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "188.89", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "129.4", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "5.9", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "150.52", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "164.73", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "143.2", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "152", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "155.89", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Te" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "137.2", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "157.37", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "160.14", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ti" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "227.1", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "3.71", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "196.05", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "187.01", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "V" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "220.6", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.06", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "191.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "158.2", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "154.79", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "158.83", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "223.9", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "212.52", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "193.15", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cr " } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "291.8", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.38", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.09", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "V" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "268.85", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "6.58", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "284.55", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "284.25", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "231.27", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.63", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "264.8", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ce" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "254.6", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.12", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.13", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ge" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "266.67", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.8", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.84", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Be" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "195.9", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "186.39", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Se" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "180.5", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "171.59", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "182.55", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Al" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "159.5", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "160.18", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "179.24", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "187.8", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "11.6", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.15", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "194.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "156.5", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "158.69", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "150.48", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hf" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "422.25", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "290.58", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "294.27", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "U" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "133.2", "name": "Activation energy" }, "condition": { "scalar": "Literature", "name": "Source" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.95", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.32", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ac" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.15", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.96", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.39", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.7", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Am" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "274.88", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.25", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ba" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "292.49", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.19", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Bi" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.15", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "251.35", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ca" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "287.26", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.44", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.21", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "251.83", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ce" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "287.42", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.13", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cs" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "286.16", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "258.24", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Dy" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "283.17", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "278.61", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Er" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "284.9", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "281.14", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Eu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "288.03", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.66", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ga" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.08", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "242.29", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Gd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "282.26", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.93", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ge" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "274.02", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.84", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.18", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "243.22", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ho" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "284.06", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "In" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "253.97", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "248.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ir" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "290.48", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "295.81", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "K" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.45", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.1", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "La" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.5", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.02", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Lu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "286.7", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "284.12", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.38", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "258.56", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Na" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.95", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.95", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.41", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.84", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Np" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.3", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.47", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Os" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "294.18", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "309.31", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pa" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "286.51", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "283.34", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.1", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.05", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "278.08", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.55", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Po" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.94", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.65", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.72", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.15", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.21", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.41", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.42", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.4", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Re" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "294.92", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "312.92", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rh" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.63", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.94", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ru" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "289.1", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "292.97", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.8", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.47", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "282.87", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.57", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "278.72", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.24", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "290.96", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.01", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "282.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "288.15", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "290.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Te" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.6", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "252.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Th" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "288.17", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "286.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ti" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "281.63", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.75", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tl" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "273.75", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.76", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.13", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "281.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Y" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.48", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "281.6", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Yb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.43", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.36", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "286.67", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.89", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ac" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "274.05", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.25", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.75", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.99", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Al" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.3", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.98", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Am" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "263.55", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "As" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.1", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "252.24", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "283.22", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.2", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ba" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.64", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.49", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Be" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.79", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.41", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Bi" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.75", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "245.64", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ca" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.07", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.74", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.55", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "246.13", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ce" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.27", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.42", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cs" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.71", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "252.54", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "283.89", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.62", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Dy" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.96", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.91", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Er" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.22", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.44", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Eu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.03", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.96", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ga" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "246.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "236.59", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Gd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.78", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.23", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ge" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "274.56", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "256.14", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hf" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "287.79", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "288.56", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "252.56", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "237.52", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ho" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.12", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "274.17", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "In" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.01", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "242.48", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ir" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.89", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "290.11", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "K" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "264.77", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "248.4", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "La" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.65", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "264.32", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Lu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "282.6", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "278.42", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.26", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "252.85", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Na" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.29", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "244.25", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "289.3", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "292.62", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.54", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.13", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Np" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.55", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.77", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Os" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.92", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "303.6", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "P" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "232.99", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "233.22", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pa" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "282.35", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.63", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.68", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.35", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "253.59", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.63", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.85", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Po" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.66", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "248.95", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "263.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.44", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.7", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.5", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.7", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Re" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.94", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "307.22", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rh" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.29", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.24", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ru" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "264.8", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "287.27", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.43", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "251.77", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.57", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "273.86", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Se" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "248.55", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "238.9", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Si" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.09", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "264.81", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.21", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.53", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "263.68", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "242.93", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.7", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.31", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ta" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "293.25", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "304.36", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.89", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.8", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.86", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "284.79", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Te" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.25", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "247.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Th" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "284.55", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.74", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ti" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.87", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "274.05", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tl" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.77", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "250.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.52", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.8", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "U" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.23", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.62", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Y" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.98", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.9", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Yb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.8", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.66", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "282.56", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ac" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.15", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.96", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Am" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "236.1", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.26", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ba" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.9", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "256.19", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Bi" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "245.81", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "239.35", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ca" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.78", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "245.89", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "239.84", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cs" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.25", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "246.24", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Dy" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.33", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.61", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Er" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "252.25", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.15", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Eu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.03", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.66", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ga" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "232.35", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "230.29", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Gd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.6", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "264.94", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "238.3", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "231.23", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ho" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "250.83", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "K" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "252.21", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "242.11", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "La" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.91", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "258.02", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Lu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.33", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.12", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Na" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "220.13", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "237.95", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Np" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "237.96", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.48", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Os" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "298.8", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "297.31", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "P" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "219.95", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "226.92", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pa" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.78", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.34", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "225.54", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "243.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.84", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.55", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Po" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "247.61", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "242.65", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.14", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.15", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.62", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "243.4", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "251.05", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.57", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Se" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "234.39", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "232.61", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "263.85", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.24", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.51", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "256.02", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "247.97", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "291.09", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "278.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Th" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.67", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "274.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tl" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.97", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "243.76", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "252.64", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Y" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.01", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.61", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Yb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "244.55", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "253.37", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.91", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "273.89", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ac" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "217.18", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "210.9", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Am" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.44", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207.19", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ba" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "211.01", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "206.13", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ca" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "200.22", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "204.38", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ce" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "200.53", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "204.07", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cs" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "219.91", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "196.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Dy" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "224.78", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "216.55", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Er" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "229.48", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "219.08", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Eu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "201.71", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "204.6", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Gd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "222.42", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "214.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hf" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "246.97", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "232.21", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ho" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "227.16", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "217.82", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "K" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.69", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "192.05", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "La" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "211.04", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207.96", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Lu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "234.65", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "222.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "176.47", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "196.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mo" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.24", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "239.42", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Na" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "179.06", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "187.89", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "210.84", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.78", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Np" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "188.02", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "199.41", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Os" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.04", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "247.25", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pa" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "234.1", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "221.28", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "212.36", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "209.49", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Po" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "190.88", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "192.59", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207.2", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207.09", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "187.87", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "199.35", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.33", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "193.34", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Re" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.95", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "250.86", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "224", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "217.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "213.81", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "210.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207.69", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.95", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ta" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.62", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "248", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "222.63", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "215.44", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "239.05", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "228.44", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Th" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "239.12", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "224.39", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "230.12", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "219.44", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "U" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "212.06", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "210.26", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "W" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.93", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.97", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Y" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "231.11", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "219.54", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Yb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "196.78", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "203.3", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "234.56", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "223.83", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ac" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "211.57", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "196.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Am" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "199.48", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "192.81", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ba" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.19", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "191.75", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Be" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "180.39", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "190.67", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Bi" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "172.96", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "174.9", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ca" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "194.2", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "190", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ce" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "194.5", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.68", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cs" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "213.87", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "181.8", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Dy" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "219.52", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "202.17", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Er" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "224.49", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "204.7", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Eu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.7", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "190.22", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Gd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "217.04", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "200.49", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hf" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "243.35", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "217.82", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ho" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "222.03", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "203.43", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ir" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "242.95", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "219.36", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "K" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "174.78", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "177.66", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "La" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.22", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "193.58", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Lu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "230", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207.68", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "170.68", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "182.11", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mo" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "251.35", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "225.04", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Na" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.77", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "247.57", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "221.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.01", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "194.39", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Np" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "182", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "185.03", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Os" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.81", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "232.86", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "P" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "158.69", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "162.48", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pa" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "229.41", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "206.89", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "206.57", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.11", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Po" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "170.11", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.21", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "201.28", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "192.71", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "181.85", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "184.96", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "180.62", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.96", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Re" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.09", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "236.48", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rh" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "226.68", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "209.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "218.7", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "203.12", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Si" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.01", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "194.07", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.07", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.79", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "201.79", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "191.57", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ta" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.59", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "233.62", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "217.26", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "201.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "234.74", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "214.05", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Th" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "234.81", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "210", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "225.17", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "U" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "206.27", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "W" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "264.45", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "241.59", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Y" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "226.22", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.16", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Yb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "190.73", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "188.92", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "229.91", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "209.44", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ac" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "192.01", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "180.21", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Am" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "179.63", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "176.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "As" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "146.73", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "165.2", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ba" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "185.37", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "175.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Be" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "161.69", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "174.38", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Bi" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "157.8", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "158.61", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ca" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "174.47", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.7", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "157.85", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "159.09", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ce" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "174.77", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.38", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cs" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "194.24", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "165.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Dy" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "200.62", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "185.87", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Er" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "206.22", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "188.4", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Eu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "175.93", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.92", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ga" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "155.79", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "149.55", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Gd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "197.89", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "184.19", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ho" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "203.44", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "187.14", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ir" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "228.56", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "203.07", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "K" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "171.77", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "161.36", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "La" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "185.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "177.28", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Lu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "212.63", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "191.38", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "153.24", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "165.82", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mo" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "239.61", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.74", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Na" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "158.44", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "157.21", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "234.56", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.59", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "185.19", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.1", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Np" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "163.13", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "168.73", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Os" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "248.53", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "216.57", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "P" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "150.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "146.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pa" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "211.93", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "190.6", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "151.86", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "162.31", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "186.79", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.81", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Po" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "167.76", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "161.91", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "181.41", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "176.41", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "162.99", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "168.67", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "161.89", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "162.66", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Re" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "253.2", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "220.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rh" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.74", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "193.2", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ru" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "222.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "200.23", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "S" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "151.63", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "147.71", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "199.71", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "186.83", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Se" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "156.76", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "151.87", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Si" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "169.56", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "177.77", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "188.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "179.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "181.92", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "175.27", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ta" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "251.05", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "217.32", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "198.14", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "184.76", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "218.31", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "197.75", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Th" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "218.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "193.71", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tl" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "154.77", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "163.02", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "188.76", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "U" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "186.47", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "179.58", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "W" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "258.1", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "225.29", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Y" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.21", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "188.86", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Yb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "171.17", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "172.62", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Al" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "257", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "263.33", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.68", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "As" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "246.6", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "244.06", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.94", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "290", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "281.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.9", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Be" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "248.5", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.55", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.12", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "303.55", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "2.33", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.49", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.47", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "301.43", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "281.97", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.32", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "251.25", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "7.24", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.75", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mo" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "323.7", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "21", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "292.65", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "301.48", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "290.78", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "14.78", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "291.69", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "298.33", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "319.45", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.51", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "274.47", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "P" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "292.3", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "37.47", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "246.83", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "238.92", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "281", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "7.71", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.61", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.33", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pt" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "290.4", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "282.71", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "281.63", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "S" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "218.3", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "250.26", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "240.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Se" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "213", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "14.78", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "232", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "244.61", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Si" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "243", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "7.75", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.7", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "261.7", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "253.02", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "248.63", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ta" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "319", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "294.59", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "310.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "W" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "269.7", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "295.66", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "318.03", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "259.7", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.14", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "251.57", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cr " } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "253.7", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.15", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.38", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "257.9", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "6.58", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "253.52", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.27", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mo" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "262.9", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "3.25", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "290.59", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "295.78", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "292.05", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.47", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.77", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pt" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "279.3", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.02", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.92", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "S" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "221.55", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "6.51", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "236.28", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "234.75", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "V" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "221.9", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "13.04", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.84", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "278.55", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "W" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "282.2", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.95", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "312.33", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "255.8", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "13.93", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.44", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "245.87", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "281.27", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.7", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Al" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "268", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "6.43", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "248.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "243.69", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "As" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "251.9", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "251.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "245.95", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "252.85", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.84", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "253.9", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Be" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "205.95", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.7", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.88", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.12", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "276.81", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.62", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "273.37", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "263.47", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cr " } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "284.57", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "286.29", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "273.09", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "256.23", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.65", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.33", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "263.33", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "33.53", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.25", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "264.98", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hf" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "255.4", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "17.75", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.27", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "282.27", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "In" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "262.7", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "250.38", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "236.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ir" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "310.6", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "6.13", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "295.09", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "283.81", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "267", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "10.48", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.66", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "246.56", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "280.9", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.8", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.08", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "258.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mo" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "282.15", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "9.08", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.01", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "289.48", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "259.35", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "2.31", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.21", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "286.33", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "250.5", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.77", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "258.84", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "265.7", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "10.89", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.75", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.33", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pt" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "285.6", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "281.82", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.63", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "215.6", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "237.85", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.41", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Re" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "255", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.71", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "300.92", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rh" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "285.7", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.2", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "286.73", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "273.94", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ru" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "296.1", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "3.32", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "292.79", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.97", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "S" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "219", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "222.93", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "228.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "264", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "256.35", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "245.47", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Si" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "285.3", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "7.92", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.24", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "258.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "267.2", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "236.63", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ta" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "254.25", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.63", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "298.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Te" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "254", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "245.18", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "240.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ti" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "269.23", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "10.32", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.02", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.76", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "U" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "236.2", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "240.87", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.32", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "V" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "278.4", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "284.9", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.25", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "W" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "303.8", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.9", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "306.04", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "276", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "253.92", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "239.57", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "197.33", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "4.6", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "196.71", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "204.64", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Al" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "183.25", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "180.56", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "193.62", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "As" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "176.1", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "10.78", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "168.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "209.6", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.8", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "203.84", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Bi" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "178.1", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.22", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.29", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "192.47", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "6.22", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.28", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.77", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "228.75", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "211.03", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "213.41", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "195", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "4.3", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "230.84", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "223.03", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "215.52", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "2.76", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "215.16", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "214.91", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ga" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "194.3", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "0.42", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "170.14", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "180.23", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ge" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "186.45", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "3.51", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.68", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "199.78", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "184.2", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "174.45", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "181.16", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "In" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "195", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "171.2", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "186.12", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ir" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "276.4", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "3.19", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "246.61", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "233.75", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "197.75", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "9.12", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "201.17", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "253.9", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "250.82", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "236.27", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "234.8", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.84", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.88", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "212.41", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "P" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "159.3", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.9", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "161.82", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "176.86", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "182.4", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.34", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.78", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "192.99", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "227.6", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "215.89", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "215.27", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pt" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "233.15", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.98", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "223.59", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "219.57", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rh" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "242.8", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "231.54", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "223.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ru" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "257.5", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "3.18", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "242.08", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "230.91", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "S" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "176.37", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "163.75", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.39", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "181.15", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "2.62", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.13", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.41", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Si" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "182.23", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.06", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "186.73", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "170.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "186.57", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Te" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "180.5", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "177.65", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "190.82", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ti" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "196", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "0.21", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "220.81", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "217.69", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tl" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "181.3", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.31", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "193.7", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "V" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "215", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "228.52", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "222.19", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "192.14", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "26.34", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "174.18", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "As" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "149.6", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "2.19", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "162.85", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "181.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "196.48", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "183.76", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.46", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "176.8", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "9.14", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.02", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "175.39", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "204.1", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "2.04", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.21", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "199.03", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "201.55", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "225.93", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.64", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "193", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "184.71", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "205.73", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "209.47", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "200.53", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ga" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "162.9", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "166.27", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "165.85", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ge" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "152.8", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "4.09", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "172.84", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "185.4", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "159.5", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "157.52", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "166.78", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "In" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "175", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "166.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "171.74", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "225.7", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "5.11", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "203", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "198.03", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "159.5", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "169.04", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.61", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "237.6", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "210.23", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "200.89", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pt" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "236.95", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "11.95", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "218.27", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ru" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "275.5", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "238.02", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "216.53", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "S" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "163.3", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "0.84", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "160.43", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "164.01", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "163.4", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "167.45", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "181.03", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Se" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "157.4", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "167.6", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "168.16", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "171", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "165.53", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "172.19", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Te" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "162.9", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "172.42", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "176.44", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ti" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "198", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "11.6", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "215.35", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "203.31", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tl" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "158.7", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "7.29", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "172.47", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "179.32", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "V" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "209", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "223.47", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207.81", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "174.6", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "169.14", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "175.13", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "168.93", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "1.77", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "171.11", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.96", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Al" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "143.6", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "159.58", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "162.94", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "180.93", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "5.94", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "185.38", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "182.73", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "191.4", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207.88", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "192.35", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "170.2", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "165.58", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.58", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "171.27", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.79", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "184.23", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ge" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "144.5", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "155.08", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "169.1", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hf" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "225.8", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "229.07", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "201.52", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "In" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "153.7", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "152.62", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "155.44", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "169.1", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "175.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "177.77", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "185.63", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "183.14", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "181.73", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "195.1", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "0.55", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "190.59", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "184.59", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pt" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "201.4", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "199.24", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "188.89", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "129.4", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "5.9", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "150.52", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "164.73", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "143.2", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "152", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "155.89", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Te" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "137.2", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "157.37", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "160.14", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ti" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "227.1", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "3.71", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "196.05", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "187.01", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "V" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "220.6", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.06", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "191.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "158.2", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "154.79", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "158.83", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "223.9", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "212.52", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "193.15", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cr " } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "291.8", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.38", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.09", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "V" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "268.85", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "6.58", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "284.55", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "284.25", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "231.27", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.63", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "264.8", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ce" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "254.6", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.12", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.13", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ge" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "266.67", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.8", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.84", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Be" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "195.9", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "186.39", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Se" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "180.5", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "171.59", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "182.55", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Al" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "159.5", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "160.18", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "179.24", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "187.8", "name": "Activation energy" }, "condition": [ { "scalar": "Literature", "name": "Source" }, { "units": "kJ/mol", "scalar": "11.6", "name": "Standard deviation" } ] }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.15", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "194.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "156.5", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "158.69", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "150.48", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hf" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "422.25", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "290.58", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "294.27", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "U" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "property": { "units": "kJ/mol", "scalar": "133.2", "name": "Activation energy" } }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.95", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.32", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ac" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.15", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.96", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.39", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.7", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Am" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "274.88", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.25", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ba" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "292.49", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.19", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Bi" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.15", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "251.35", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ca" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "287.26", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.44", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.21", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "251.83", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ce" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "287.42", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.13", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cs" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "286.16", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "258.24", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Dy" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "283.17", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "278.61", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Er" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "284.9", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "281.14", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Eu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "288.03", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.66", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ga" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.08", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "242.29", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Gd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "282.26", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.93", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ge" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "274.02", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.84", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.18", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "243.22", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ho" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "284.06", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "In" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "253.97", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "248.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ir" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "290.48", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "295.81", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "K" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.45", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.1", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "La" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.5", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.02", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Lu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "286.7", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "284.12", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.38", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "258.56", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Na" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.95", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.95", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.41", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.84", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Np" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.3", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.47", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Os" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "294.18", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "309.31", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pa" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "286.51", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "283.34", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.1", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.05", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "278.08", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.55", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Po" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.94", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.65", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.72", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.15", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.21", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.41", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.42", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.4", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Re" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "294.92", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "312.92", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rh" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.63", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.94", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ru" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "289.1", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "292.97", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.8", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.47", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "282.87", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.57", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "278.72", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.24", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "290.96", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.01", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "282.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "288.15", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "290.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Te" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.6", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "252.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Th" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "288.17", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "286.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ti" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "281.63", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.75", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tl" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "273.75", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.76", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.13", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "281.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Y" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.48", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "281.6", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Yb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.43", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.36", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Fe" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "286.67", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "285.89", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ac" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "274.05", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.25", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.75", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.99", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Al" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.3", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.98", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Am" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "263.55", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "As" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.1", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "252.24", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "283.22", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.2", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ba" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.64", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.49", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Be" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.79", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.41", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Bi" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.75", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "245.64", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ca" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.07", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.74", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.55", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "246.13", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ce" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.27", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.42", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cs" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.71", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "252.54", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "283.89", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.62", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Dy" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.96", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.91", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Er" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.22", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.44", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Eu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.03", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.96", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ga" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "246.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "236.59", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Gd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.78", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.23", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ge" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "274.56", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "256.14", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hf" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "287.79", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "288.56", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "252.56", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "237.52", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ho" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.12", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "274.17", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "In" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.01", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "242.48", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ir" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.89", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "290.11", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "K" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "264.77", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "248.4", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "La" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.65", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "264.32", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Lu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "282.6", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "278.42", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.26", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "252.85", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Na" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.29", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "244.25", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "289.3", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "292.62", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.54", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.13", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Np" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.55", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.77", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Os" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.92", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "303.6", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "P" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "232.99", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "233.22", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pa" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "282.35", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.63", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.68", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.35", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "253.59", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.63", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.85", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Po" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.66", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "248.95", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "263.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "270.44", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.7", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.5", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.7", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Re" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.94", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "307.22", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rh" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.29", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.24", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ru" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "264.8", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "287.27", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.43", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "251.77", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "277.57", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "273.86", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Se" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "248.55", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "238.9", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Si" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.09", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "264.81", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.21", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.53", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sn" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "263.68", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "242.93", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.7", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.31", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ta" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "293.25", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "304.36", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.89", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.8", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.86", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "284.79", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Te" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.25", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "247.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Th" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "284.55", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.74", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ti" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.87", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "274.05", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tl" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.77", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "250.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.52", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.8", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "U" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.23", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.62", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Y" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.98", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.9", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Yb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.8", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.66", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Co" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "282.56", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "280.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ac" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.15", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.96", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Am" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "236.1", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.26", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ba" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.9", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "256.19", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Bi" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "245.81", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "239.35", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ca" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "268.78", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "245.89", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "239.84", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cs" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.25", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "246.24", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Dy" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.33", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "266.61", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Er" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "252.25", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.15", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Eu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.03", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.66", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ga" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "232.35", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "230.29", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Gd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.6", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "264.94", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "238.3", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "231.23", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ho" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "250.83", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "K" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "252.21", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "242.11", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "La" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.91", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "258.02", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Lu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.33", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "272.12", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Na" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "220.13", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "237.95", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Np" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "237.96", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.48", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Os" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "298.8", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "297.31", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "P" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "219.95", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "226.92", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pa" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "276.78", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "271.34", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "225.54", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "243.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.84", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.55", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Po" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "247.61", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "242.65", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.14", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.15", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.62", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "243.4", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "251.05", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "267.57", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Se" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "234.39", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "232.61", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "263.85", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.24", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.51", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "256.02", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "247.97", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "291.09", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "278.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Th" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "279.67", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "274.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tl" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "249.97", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "243.76", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "252.64", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Y" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "275.01", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "269.61", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Yb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "244.55", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "253.37", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ni" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.91", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "273.89", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ac" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "217.18", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "210.9", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Am" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.44", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207.19", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ba" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "211.01", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "206.13", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ca" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "200.22", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "204.38", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ce" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "200.53", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "204.07", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cs" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "219.91", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "196.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Dy" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "224.78", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "216.55", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Er" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "229.48", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "219.08", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Eu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "201.71", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "204.6", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Gd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "222.42", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "214.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hf" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "246.97", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "232.21", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ho" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "227.16", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "217.82", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "K" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.69", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "192.05", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "La" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "211.04", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207.96", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Lu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "234.65", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "222.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "176.47", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "196.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mo" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "254.24", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "239.42", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Na" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "179.06", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "187.89", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "210.84", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.78", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Np" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "188.02", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "199.41", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Os" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "260.04", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "247.25", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pa" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "234.1", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "221.28", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "212.36", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "209.49", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Po" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "190.88", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "192.59", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207.2", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207.09", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "187.87", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "199.35", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.33", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "193.34", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Re" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "262.95", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "250.86", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "224", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "217.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "213.81", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "210.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207.69", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.95", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ta" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.62", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "248", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "222.63", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "215.44", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "239.05", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "228.44", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Th" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "239.12", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "224.39", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "230.12", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "219.44", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "U" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "212.06", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "210.26", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "W" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "265.93", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "255.97", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Y" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "231.11", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "219.54", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Yb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "196.78", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "203.3", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Cu" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "234.56", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "223.83", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ac" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "211.57", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "196.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Am" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "199.48", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "192.81", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ba" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.19", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "191.75", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Be" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "180.39", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "190.67", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Bi" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "172.96", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "174.9", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ca" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "194.2", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "190", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ce" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "194.5", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.68", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cs" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "213.87", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "181.8", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Dy" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "219.52", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "202.17", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Er" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "224.49", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "204.7", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Eu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.7", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "190.22", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Gd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "217.04", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "200.49", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Hf" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "243.35", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "217.82", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ho" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "222.03", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "203.43", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ir" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "242.95", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "219.36", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "K" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "174.78", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "177.66", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "La" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.22", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "193.58", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Lu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "230", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207.68", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "170.68", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "182.11", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mo" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "251.35", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "225.04", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Na" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.77", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "247.57", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "221.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.01", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "194.39", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Np" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "182", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "185.03", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Os" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "257.81", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "232.86", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "P" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "158.69", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "162.48", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pa" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "229.41", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "206.89", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "206.57", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.11", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Po" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "170.11", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.21", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "201.28", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "192.71", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "181.85", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "184.96", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "180.62", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.96", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Re" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "261.09", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "236.48", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rh" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "226.68", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "209.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "218.7", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "203.12", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Si" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "189.01", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "194.07", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.07", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.79", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "201.79", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "191.57", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ta" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "259.59", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "233.62", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "217.26", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "201.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "234.74", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "214.05", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Th" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "234.81", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "210", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "225.17", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.06", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "U" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "206.27", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "195.88", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "W" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "264.45", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "241.59", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Y" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "226.22", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.16", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Yb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "190.73", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "188.92", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Ag" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Zr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "229.91", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "209.44", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ac" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "192.01", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "180.21", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Am" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "179.63", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "176.51", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "As" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "146.73", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "165.2", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ba" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "185.37", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "175.45", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Be" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "161.69", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "174.38", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Bi" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "157.8", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "158.61", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ca" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "174.47", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.7", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "157.85", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "159.09", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ce" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "174.77", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.38", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Cs" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "194.24", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "165.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Dy" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "200.62", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "185.87", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Er" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "206.22", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "188.4", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Eu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "175.93", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "173.92", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ga" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "155.79", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "149.55", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Gd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "197.89", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "184.19", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ho" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "203.44", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "187.14", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ir" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "228.56", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "203.07", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "K" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "171.77", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "161.36", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "La" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "185.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "177.28", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Lu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "212.63", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "191.38", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mg" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "153.24", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "165.82", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Mo" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "239.61", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.74", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Na" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "158.44", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "157.21", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "234.56", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "205.59", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Nd" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "185.19", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.1", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Np" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "163.13", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "168.73", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Os" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "248.53", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "216.57", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "P" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "150.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "146.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pa" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "211.93", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "190.6", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "151.86", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "162.31", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "186.79", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "178.81", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Po" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "167.76", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "161.91", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "181.41", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "176.41", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Pu" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "162.99", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "168.67", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "161.89", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "162.66", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Re" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "253.2", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "220.18", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Rh" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.74", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "193.2", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ru" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "222.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "200.23", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "S" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "151.63", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "147.71", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "199.71", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "186.83", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Se" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "156.76", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "151.87", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Si" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "169.56", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "177.77", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "188.34", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "179.5", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Sr" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "181.92", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "175.27", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Ta" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "251.05", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "217.32", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "198.14", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "184.76", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tc" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "218.31", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "197.75", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Th" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "218.4", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "193.71", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tl" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "154.77", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "163.02", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Tm" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "207", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "188.76", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "U" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "186.47", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "179.58", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "W" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "258.1", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "225.29", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Y" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "208.21", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "188.86", "name": "Activation energy" }, "method": "Linear regression" } ] } }, { "system": { "component": [ { "sample": { "material": { "chemicalFormula": "Au" } }, "label": "Host element" }, { "sample": { "material": { "chemicalFormula": "Yb" } }, "label": "Impurity element" } ], "reference": { "doi": "10.1016/j.jallcom.2014.11.091" }, "measurement": [ { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "171.17", "name": "Activation energy" }, "method": "Artificial neural network" }, { "dataType": "Computational", "property": { "units": "kJ/mol", "scalar": "172.62", "name": "Activation energy" }, "method": "Linear regression" } ] } } ]