@article{pinnfemahybridapproachforenforcing, title = {PINN-FEM: A Hybrid Approach for Enforcing Dirichlet Boundary Conditions in Physics-Informed Neural Networks}, author = {Nahil Sobh and Rini Jasmine Gladstone and Hadi Meidani}, year = {2025}, eprint = {2501.07765}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.07765v1}, }