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Ziyuan Kang 2026. Physics-Aware Graph Neural Networks for Real-Time Defect Detection and Environmental Impact Mitigation in Industrial Welding. Journal of Computing & Biomedical Informatics. 10, 02 (Mar. 2026). DOI:https://doi.org/10.56979/1002/2026/1266.