@article{geoptscalingphysicssimulationvialiftedge,
  title = {GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training},
  author = {Haixu Wu and Minghao Guo and Zongyi Li and Zhiyang Dou and Mingsheng Long and Kaiming He and Wojciech Matusik},
  year = {2026},
  eprint = {2602.20399},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.20399},
}