SA-PINN: A self-attention enhanced physics-informed neural network for multiaxial fatigue life prediction with small samples

Advances in Engineering Software 2026

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Authors: Yue Wang, Yue Li, ShunPeng Zhu, Ran Gu, X. Shu, Zhengwei Fan, Shufeng Zhang

DOI: 10.1016/j.advengsoft.2026.104124

Cited by: 20

References: 52

Fields of Study & Subjects

Fatigue and fracture mechanics Machine Fault Diagnosis Techniques Model Reduction and Neural Networks

References 52