@article{pdeawareoptimizerforphysicsinformedneura,
  title = {PDE-aware Optimizer for Physics-informed Neural Networks},
  author = {Vismay Churiwala and Hardik Shukla and Manurag Khullar},
  year = {2025},
  eprint = {2507.08118},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2507.08118},
}