Machine-learning and high-throughput studies for high-entropy materials

EW Huang, WJ Lee, SS Singh, P Kumar, CY Lee… - Materials Science and …, 2022 - Elsevier
The combination of multiple-principal element materials, known as high-entropy materials
(HEMs), expands the multi-dimensional compositional space to gigantic stoichiometry. It is
impossible to afford a holistic approach to explore each possibility. With the advance of the
materials genome initiative and characterization technology, a high-throughput (HT)
approach is more reasonable, especially to identify the specified functions for the new HEMs
development. There are three major components for the HT approach, which are the …
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