@article{physicsinformedconstrainedlearningof, title = {Physics Informed Constrained Learning of Dynamics from Static Data}, author = {Pengtao Dang and Tingbo Guo and Melissa Fishel and Guang Lin and Wenzhuo Wu and Sha Cao and Chi Zhang}, year = {2025}, eprint = {2504.12675}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.12675v2}, }