@article{sympgnnssymplecticgraphneuralnetworksfor, title = {SympGNNs: Symplectic Graph Neural Networks for identifiying high-dimensional Hamiltonian systems and node classification}, author = {Alan John Varghese and Zhen Zhang and George Em Karniadakis}, year = {2024}, eprint = {2408.16698}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2408.16698v1}, }