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RESEARCH PAPER · Computer Methods in Applied Mechanics and Engineering · 2026

High-Generalization AI-Enhanced mechanical analysis and topology optimization via cubic bézier interpolation of substructure boundary displacements

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High-Generalization AI-Enhanced mechanical analysis and topology optimization via cubic bézier interpolation of substructure boundary displacementsOriginalProblem-independent transfer learning for complex-domain 3D topology optimization0Mechanically consistent equivariant machine learning for substructural analysis0AI-enhanced and data-driven mechanical analysis and structural topology optimization0

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  1. Problem-independent transfer learning for complex-domain 3D topology optimization

    International Journal of Mechanical Sciences · 2026-08-13

    Linfeng Zhang, Chang Liu, Yilin Guo, Chao Jiang, Xu Guo

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  2. Mechanically consistent equivariant machine learning for substructural analysis

    Composite Structures · 2026-09-04

    Chao Jiang, Chang Liu, Yilin Guo, Zongliang Du, Weisheng Zhang, Xu Guo

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  3. AI-enhanced and data-driven mechanical analysis and structural topology optimization

    Science China Technological Sciences · 2026-10-01

    Yilin Guo, Zongliang Du, Chang Liu, Weisheng Zhang, Shan Tang, Wenyu Hao, Zhengtong Zhao, Chang Wu, Zhiang Xu, Tanghuai Bian, Zhigang Dai, Zhenling Yang, Wendong Huo, Changyu Shen, Xu Guo

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