@article{simulationassupervisionmechanisticpretra,
  title = {Simulation as Supervision: Mechanistic Pretraining for Scientific Discovery},
  author = {Carson Dudley and Reiden Magdaleno and Christopher Harding and Marisa Eisenberg},
  year = {2025},
  eprint = {2507.08977},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.08977},
}