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

Yu Wang, Yue Li, Shunpeng Zhu, Ran Gu, Xinhao Shu, Zhengwei Fan, Shufeng Zhang. SA-PINN: A self-attention enhanced physics-informed neural network for multiaxial fatigue life prediction with small samples. Advances in Engineering Software, 216:104124, 2026. [doi]

Authors

Yu Wang

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Yue Li

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Shunpeng Zhu

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Ran Gu

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Xinhao Shu

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Zhengwei Fan

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Shufeng Zhang

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