Lie Point Symmetry Data Augmentation for Neural PDE Solvers

Johannes Brandstetter, Max Welling, Daniel E. Worrall. Lie Point Symmetry Data Augmentation for Neural PDE Solvers. In Kamalika Chaudhuri, Stefanie Jegelka, Le Song, Csaba Szepesvári, Gang Niu 0001, Sivan Sabato, editors, International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA. Volume 162 of Proceedings of Machine Learning Research, pages 2241-2256, PMLR, 2022. [doi]

@inproceedings{BrandstetterWW22,
  title = {Lie Point Symmetry Data Augmentation for Neural PDE Solvers},
  author = {Johannes Brandstetter and Max Welling and Daniel E. Worrall},
  year = {2022},
  url = {https://proceedings.mlr.press/v162/brandstetter22a.html},
  researchr = {https://researchr.org/publication/BrandstetterWW22},
  cites = {0},
  citedby = {0},
  pages = {2241-2256},
  booktitle = {International Conference on Machine Learning, ICML 2022, 17-23 July 2022, Baltimore, Maryland, USA},
  editor = {Kamalika Chaudhuri and Stefanie Jegelka and Le Song and Csaba Szepesvári and Gang Niu 0001 and Sivan Sabato},
  volume = {162},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}