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5 采用支持向量机建立的机器学习预测模型结果

Fig.5 Machine learning prediction model results based on support vector machine for EC model (a) and hardness model (b) (RMSE—root mean square error, R—correlation coefficient)