@article{understandinggeneralizationinphysics, title = {Understanding Generalization in Physics Informed Models through Affine Variety Dimensions}, author = {Takeshi Koshizuka and Issei Sato}, year = {2025}, eprint = {2501.18879}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.18879v1}, }