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Composition design of high-entropy alloys with deep sets learning

Abstract High entropy alloys (HEAs) are an important material class in the development of next-generation structural materials, but the astronomically large composition space cannot be efficiently explored by experiments or first-principles calculations. Machine learning (ML) methods might address t...

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Detalhes bibliográficos
Main Authors: Jie Zhang, Chen Cai, George Kim, Yusu Wang, Wei Chen
Formato: Artigo
Idioma:Inglês
Publicado em: Nature Portfolio 2022-04-01
Colecção:npj Computational Materials
Acesso em linha:https://doi.org/10.1038/s41524-022-00779-7
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