Uncovering the eutectics design by machine learning in the Al–Co–Cr–Fe–Ni high entropy system

• Published in: Acta materialia Vol. 182; pp. 278 - 286
• Main Authors: Wu, Qingfeng, Wang, Zhijun, Hu, Xiaobing, Zheng, Tao, Yang, Zhongsheng, He, Feng, Li, Junjie, Wang, Jincheng
• Format: Journal Article
• Language: English
• Published: Elsevier Ltd 01.01.2020
• Subjects: Alloy design; Eutectic high entropy alloys; Machine learning; Mechanical properties; Mechanical properties; Eutectic high entropy alloys; Alloy design; Machine learning

•A machine learning model for eutectic high entropy alloys in Al–Co–Cr–Fe–Ni system are established.•The eutectics formation in the high entropy system is uncovered via data mining with machine learning.•A novel eutectic high entropy alloy design method with three steps is proposed. Eutectics in hig...