@article{physicsinformedmachinelearningregulated, title = {Physics-Informed Machine Learning Regulated by Finite Element Analysis for Simulation Acceleration of Laser Powder Bed Fusion}, author = {R. Sharma and M. Raissi and Y. B. Guo}, year = {2025}, eprint = {2506.20537}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2506.20537v1}, }