Deep Learning of PDE Correction and Mesh Adaption Without Automatic Differentiation

Ma et al. "Deep Learning of PDE Correction and Mesh Adaption Without Automatic Differentiation." Machine Learning, 2025. doi:10.1007/S10994-025-06746-9

[Ma et al. "Deep Learning of PDE Correction and Mesh Adaption Without Automatic Differentiation." Machine Learning, 2025.](https://mlanthology.org/mlj/2025/ma2025mlj-deep/) doi:10.1007/S10994-025-06746-9

@article{ma2025mlj-deep,
  title     = {{Deep Learning of PDE Correction and Mesh Adaption Without Automatic Differentiation}},
  author    = {Ma, Shaocong and Diffenderfer, James and Kailkhura, Bhavya and Zhou, Yi},
  journal   = {Machine Learning},
  year      = {2025},
  pages     = {61},
  doi       = {10.1007/S10994-025-06746-9},
  volume    = {114},
  url       = {https://mlanthology.org/mlj/2025/ma2025mlj-deep/}
}