Machine learning autonomous identification of magnetic alloys beyond the Slater-Pauling limit

Finding materials with large magnetization is highly desirable for technological applications. Here, a machine learning autonomous search and automated combinatorial synthesis reveal that multi-element alloys with Ir and Pt impurities have a magnetization exceeding the Slater-Pauling limit of Fe75Co...

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Bibliographic Details
Main Authors: Yuma Iwasaki, Ryohto Sawada, Eiji Saitoh, Masahiko Ishida
Format: Article
Language:English
Published: Nature Portfolio 2021-03-01
Series:Communications Materials
Online Access:https://doi.org/10.1038/s43246-021-00135-0