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Yongsheng Ma

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Open access Aug 2026

Physics-Informed Machine Learning for Smarter Design and Manufacturing Part I

Ten contributions are brought together to demonstrate how the systematic integration of physical knowledge can enhance model robustness, reduce data requirements, and improve generalization across manufacturing applications.

Jie-Wu Leng, Hui Yang, Min Xia et al. · 0 citations

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