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MATERIAL PROPERTY PREDICTION DEVICE AND MATERIAL PROPERTY PREDICTION METHOD
MATERIAL PROPERTY PREDICTION DEVICE AND MATERIAL PROPERTY PREDICTION METHOD
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机译:材料性能预测装置与材料性能预测方法
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摘要
The present invention efficiently generates effective compound feature quantities reflecting expert knowledge, and thereby accurately predicts physical properties of an unknown compound. A device for predicting a material property using a case-by-case material database storing a plurality of case databases. The case databases include a plurality of records that record structural information about material structures in association with material properties about properties of materials. This device is characterized in including: a chemical space designation unit that receives a designation of at least one case database; an autoencoder learning unit that generates an autoencoder for converting structural information corresponding to the case database received by the chemical space designation unit to multi-variables; and a material property prediction unit that predicts material properties using the multi-variables converted by the autoencoder generated by the autoencoder learning unit.
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