@article{overpinnsenhancingphysicsinformedneural,
  title = {Over-PINNs: Enhancing Physics-Informed Neural Networks via Higher-Order Partial Derivative Overdetermination of PDEs},
  author = {Wenxuan Huo and Qiang He and Gang Zhu and Weifeng Huang},
  year = {2025},
  eprint = {2506.05918},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2506.05918v1},
}