Designing Laves-phase RFe2-type alloy with excellent magnetostrictive performance by physics-informed interpretable machine learning

Designing Laves-phase RFe2-type alloy with excellent magnetostrictive performance by physics-informed interpretable machine learning

Laves-phase RFe2-type (R = rare earth) magnetostrictive materials have tremendous application potential in smart devices. However, efficiently unearthing novel RFe2-type compounds with huge magnetostriction in experiments remains challenge due to the vast compositional space. Herein, we employ a phy...

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Bibliographic Details
Main Authors: Pengqiang Hu, Chao Zhou, Ruisheng Zhang, Sidan Ding, Yuanjun Guo, Bo Wang, Dezhen Xue, Yizhe Ma, Zhiyong Dai, Yin Zhang, Fanghua Tian, Sen Yang
Format: Article
Language:English
Published: Elsevier 2025-04-01
Series:Materials & Design
Subjects:
RFe2-type alloy
Magnetostriction
Machine learning
SHAP
Online Access:http://www.sciencedirect.com/science/article/pii/S0264127525002199
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