@article{deepkoopmanoperatorframeworkforcausal, title = {Deep Koopman operator framework for causal discovery in nonlinear dynamical systems}, author = {Juan Nathaniel and Carla Roesch and Jatan Buch and Derek DeSantis and Adam Rupe and Kara Lamb and Pierre Gentine}, year = {2025}, eprint = {2505.14828}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.14828v1}, }