材料研究中的可解释机器学习

王冠杰, 刘盛咸, 周健, 孙志梅

Explainable Machine Learning in the Research of Materials Science

WANG Guanjie, LIU Shengxian, ZHOU Jian, SUN Zhimei

图1 可解释机器学习(XML)发展历程(根据Explainable Machine Learning关键词在Web of Science数据库中检索发表的SCI论文数量)

Fig.1 Development history of explainable machine learning (XML) (based on the number of SCI papers published with the keyword “Explainable Machine Learning” retrieved from the Web of Science database)