@article{whichoptimizerworksbestforphysics, title = {Which Optimizer Works Best for Physics-Informed Neural Networks and Kolmogorov-Arnold Networks?}, author = {Elham Kiyani and Khemraj Shukla and Jorge F. Urbán and Jérôme Darbon and George Em Karniadakis}, year = {2025}, eprint = {2501.16371}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.16371v4}, }