Thermodynamics-informed multi-head attention neural networks for constitutive modelling

International Journal of Solids and Structures 2026

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Authors: Xuyang Zhang, Qiang Chen, Rúben Lourenço, Mohammed El Fallaki Idrissi, Xuefeng Chen, George Chatzigeorgiou, Fodil Meraghni
DOI: 10.1016/j.ijsolstr.2026.113845
Cited by: 4
References: 51

Fields of Study & Subjects

Model Reduction and Neural Networks Machine Learning in Materials Science Shape Memory Alloy Transformations

Publication details

Journal / source
International Journal of Solids and Structures
Publisher
Elsevier BV
Volume
328
Pages
113845–113845
Publication date
10 January 2026
Language
EN