Multiple Physics Pretraining for Spatiotemporal Surrogate Models

Michael McCabe, Bruno Régaldo-Saint Blancard, L. Parker, Ruben Ohana, Miles Cranmer +9 more
2/3/2026

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@article{mccabe2026multiple,
  title  = {Multiple Physics Pretraining for Spatiotemporal Surrogate Models},
  author = {Michael McCabe and Bruno Régaldo-Saint Blancard and L. Parker and Ruben Ohana and Miles Cranmer and Alberto Bietti and Michael Eickenberg and Siavash Golkar and G. Krawezik and François Lanusse and Mariel Pettee and Tiberiu Teşileanu and Kyunghyun Cho and Shirley Ho},
  year   = {2026},
  doi    = {10.52202/079017-3791},
  url    = {https://doi.org/10.52202/079017-3791},
  journal = {NEURIPS 2024 2024}
}

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