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Keywords: Heat conduction
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Journal Articles
Journal of Intelligent Manufacturing and Special Equipment 1–25.
Published: 09 July 2026
.... The framework is validated using a two-dimensional transient heat-conduction problem with a moving Gaussian heat source representative of laser-based manufacturing processes under noisy data conditions. Comparative analysis is performed against fixed-weight and adaptive-weight PINN strategies. Findings...
Includes: Supplementary data
