@article{physicsconstrainedflowmatchingsampling,
  title = {Physics-Constrained Flow Matching: Sampling Generative Models with Hard Constraints},
  author = {Utkarsh Utkarsh and Pengfei Cai and Alan Edelman and Rafael Gomez-Bombarelli and Christopher Vincent Rackauckas},
  year = {2025},
  eprint = {2506.04171},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.04171v1},
}