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4 从可解释机器学习中提取到决策树和回归模型[ |
Fig.4 Identification of tree structure (a) and regression models (b) via interpretable machine learning (Xi—the material parameter, GGG—gadolinium gallium garnet (Gd3Ga5O12) crystals, SSTE—the spin-driven thermopower)[ |
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