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Jin-Hua Xiao

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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.

Jiewu Leng, Hui Yang, Min Xia et al. · 0 citations