Capturing short-range order in high-entropy alloys with machine learning potentials

Abstract Chemical short-range order (SRO) affects the distribution of elements throughout the solid-solution phase of metallic alloys, thereby modifying the background against which microstructural evolution occurs. Investigating such chemistry–microstructure relationships requires atomistic models...

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Bibliographic Details
Main Authors: Yifan Cao, Killian Sheriff, Rodrigo Freitas
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-025-01722-2
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