机器学习辅助高性能银合金电接触材料的快速发现

何兴群, 付华栋, 张洪涛, 方继恒, 谢明, 谢建新

Machine Learning Aided Rapid Discovery of High Perfor-mance Silver Alloy Electrical Contact Materials

HE Xingqun, FU Huadong, ZHANG Hongtao, FANG Jiheng, XIE Ming, XIE Jianxin

图1 机器学习辅助银合金成分设计策略

Fig.1 Strategy of silver alloy composition design aided by machine-learning (ML) (g is the performance to be predicted and f(x) is its corresponding model in step III. EC and HV in step IV represent the electrical conductivity and Vickers hardness of the alloys, respectively)