@article{sizeisnotthesolutiondeformableconvolutio, title = {Size is Not the Solution: Deformable Convolutions for Effective Physics Aware Deep Learning}, author = {Jack T. Beerman and Shobhan Roy and H. S. Udaykumar and Stephen S. Baek}, year = {2026}, eprint = {2601.11657}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.11657}, }