@article{towardsinfinitelylongneuralsimulationsse,
  title = {Towards Infinitely Long Neural Simulations: Self-Refining Neural Surrogate Models for Dynamical Systems},
  author = {Qi Liu and Laure Zanna and Joan Bruna},
  year = {2026},
  eprint = {2603.17750},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.17750},
}