@article{mlpsandkansfordatadrivenlearningin, title = {MLPs and KANs for data-driven learning in physical problems: A performance comparison}, author = {Raghav Pant and Sikan Li and Xingjian Li and Hassan Iqbal and Krishna Kumar}, year = {2025}, eprint = {2504.11397}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.11397v1}, }