A welding penetration prediction model for laser welding process based on self-supervised learning using physics-informed neural networks

Journal of Manufacturing Processes 2026 Open access

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Authors: Sen Li, Xiaoying Liu, Xiaojian Xu, Chendong Shao, Yaqi Wang, Ling Lan, Xinhua Tang, Haichao cui

DOI: 10.1016/j.jmapro.2026.01.035

Cited by: 3

References: 19

Fields of Study & Subjects

Welding Techniques and Residual Stresses Advanced Welding Techniques Analysis Additive Manufacturing Materials and Processes

References 19