@article{trainingtransformersformeshbasedsimulati,
  title = {Training Transformers for Mesh-Based Simulations},
  author = {Paul Garnier and Vincent Lannelongue and Jonathan Viquerat and Elie Hachem},
  year = {2025},
  eprint = {2508.18051},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.18051},
}