A method for predicting high-temperature mechanical properties of heat-resistant alloys based on deep learning

摘要

#$%^&*AU2020101874A420200924.pdf#####ABSTRACT This invention relates to a method for predicting high-temperature mechanical properties of heat-resistant alloys based on deep learning. The invention can realize the direct prediction from microstructure to high-temperature mechanical properties of heat-resistant alloys, improve the efficiency of heat-resistant alloys high-temperature performance detection, save heat-resistant alloys high-temperature testing costs, and improve the accuracy of existing heat-resistant alloys high-temperature mechanical properties prediction methods.-1/8Original_____s Normalization and Orignalataasesplitting of database 0. Read and Traiing alidtion convert [cRava Evaluate erformanc 7 New - microstructures Iteration:' Training: * and Daap: ,validation: ---------- g-----------p Prediction 1izV results c21] Figure1I