@article{hermitengpgradientaugmentedhashencodingf,
  title = {Hermite-NGP: Gradient-Augmented Hash Encoding for Learning PDEs},
  author = {Jinjin He and Zhiqi Li and Sinan Wang and Bo Zhu},
  year = {2026},
  eprint = {2605.24774},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.24774},
}