@article{machinelearninghamiltoniandynamicalsyste,
  title = {Machine Learning Hamiltonian Dynamical Systems with Sparse and Noisy Data},
  author = {Vedanta Thapar and Abhinav Gupta},
  year = {2026},
  eprint = {2604.17470},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.17470},
}