机器学习在材料研发中的应用

谢建新, 宿彦京, 薛德祯, 姜雪, 付华栋, 黄海友

Machine Learning for Materials Research and Development

XIE Jianxin, SU Yanjing, XUE Dezhen, JIANG Xue, FU Huadong, HUANG Haiyou

图1 材料高通量实验结合机器学习预测镍基高温合金的有害相[19]

Fig.1 Schematic workflow of phase prediction via high-throughput experiments and machine learning of Ni-base superalloys[19] (TCP—topologically close-packed, GCP—geometric close-packed)