@article{calisymlearningsymplecticdynamicsofrealw, title = {CaLiSym: Learning Symplectic Dynamics of Real-World Systems through Structured Canonical Lifts}, author = {Aristotelis Papatheodorou and Pranav Vaidhyanathan and Natalia Ares and Ioannis Havoutis and Gerard J. Milburn}, year = {2026}, eprint = {2607.06824}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.06824}, }