Robustness of machine learning predictions for Fe-Co-Ni alloys prepared by various synthesis methods

Summary: Developing high-performance alloys is essential for applications in advanced electromagnetic energy conversion devices. In this study, we assess Fe-Co-Ni alloy compositions identified in our previous work through a machine learning (ML) framework, which used both multi-property ML models an...

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Bibliographic Details
Main Authors: Shakti P. Padhy, Soumya R. Mishra, Li Ping Tan, Karl P. Davidson, Xuesong Xu, Varun Chaudhary, R.V. Ramanujan
Format: Article
Language:English
Published: Elsevier 2025-01-01
Series:iScience
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2589004224028074
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