NeuPDE: Neural Network Based Ordinary and Partial Differential Equations for Modeling Time-Dependent Data

Yifan Sun, Linan Zhang, Hayden Schaeffer. NeuPDE: Neural Network Based Ordinary and Partial Differential Equations for Modeling Time-Dependent Data. In Jianfeng Lu 0001, Rachel Ward, editors, Proceedings of Mathematical and Scientific Machine Learning, MSML 2020, 20-24 July 2020, Princeton, NJ, USA. Volume 107 of Proceedings of Machine Learning Research, pages 352-372, PMLR, 2020. [doi]

@inproceedings{SunZS20-2,
  title = {NeuPDE: Neural Network Based Ordinary and Partial Differential Equations for Modeling Time-Dependent Data},
  author = {Yifan Sun and Linan Zhang and Hayden Schaeffer},
  year = {2020},
  url = {http://proceedings.mlr.press/v107/sun20a.html},
  researchr = {https://researchr.org/publication/SunZS20-2},
  cites = {0},
  citedby = {0},
  pages = {352-372},
  booktitle = {Proceedings of Mathematical and Scientific Machine Learning, MSML 2020, 20-24 July 2020, Princeton, NJ, USA},
  editor = {Jianfeng Lu 0001 and Rachel Ward},
  volume = {107},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}