@article{meshgraphneuralnetworkframeworkforaccele, title = {Mesh Graph Neural Network Framework for Accelerating Finite Element Simulation for Arbitrary Geometries}, author = {Josiah D. Kunz and Kamal Choudhary}, year = {2026}, eprint = {2606.08287}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.08287}, }