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    Design and optimization of quinary high entropy alloy systems with single-phase microstructures from conventional alloy systems by Joseph Agyapong, Yuxin Su, Jatin Chhabra, Aleksander Czekanski, Solomon Boakye-Yiadom

    Published 2025-08-01
    “…We applied this framework to 15 industrial prototype alloys, generating over 60 quinary HEA candidates, many of which are previously unreported. …”
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    Data‐Driven Design of Mechanically Hard Soft Magnetic High‐Entropy Alloys by Mian Dai, Yixuan Zhang, Xiaoqing Li, Stephan Schönecker, Liuliu Han, Ruiwen Xie, Chen Shen, Hongbin Zhang

    Published 2025-05-01
    “…The study employs a comprehensive dataset of 1 842 628 density functional theory calculations, comprising 45 886 quaternary and 414 771 quinary equimolar HEAs derived from 42 elements. Using ensemble learning, predictive models are integrated to capture the relationships between composition, crystal structure, mechanical, and magnetic properties. …”
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