@article{universallearningofnonlineardynamics, title = {Universal Learning of Nonlinear Dynamics}, author = {Evan Dogariu and Anand Brahmbhatt and Elad Hazan}, year = {2025}, eprint = {2508.11990}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2508.11990}, }