@article{pinnsfailuremodesareoverfitting,
  title = {PINNs Failure Modes are Overfitting},
  author = {Nigel T. Andersen and Takashi Matsubara},
  year = {2026},
  eprint = {2605.30910},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.30910},
}