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Self-supervised probabilistic models for exploring shape memory alloys

Abstract Recent advancements in machine learning (ML) have revolutionized the field of high-performance materials design. However, developing robust ML models to decipher intricate structure-property relationships in materials remains challenging, primarily due to the limited availability of labeled...

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Bibliographic Details
Main Authors: Yiding Wang, Tianqing Li, Hongxiang Zong, Xiangdong Ding, Songhua Xu, Jun Sun, Turab Lookman
Format: Artigo
Language:Inglês
Published: Nature Portfolio 2024-08-01
Series:npj Computational Materials
Online Access:https://doi.org/10.1038/s41524-024-01379-3
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