@article{scalinglawsandsymmetryevidencefromneural, title = {Scaling Laws and Symmetry, Evidence from Neural Force Fields}, author = {Khang Ngo and Siamak Ravanbakhsh}, year = {2025}, eprint = {2510.09768}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.09768}, }