Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks

Shibo Li, Michael Penwarden, Yiming Xu, Conor Tillinghast, Akil Narayan 0001, Mike Kirby, Shandian Zhe. Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 19855-19881, PMLR, 2023. [doi]

@inproceedings{LiPXT0KZ23,
  title = {Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks},
  author = {Shibo Li and Michael Penwarden and Yiming Xu and Conor Tillinghast and Akil Narayan 0001 and Mike Kirby and Shandian Zhe},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/li23w.html},
  researchr = {https://researchr.org/publication/LiPXT0KZ23},
  cites = {0},
  citedby = {0},
  pages = {19855-19881},
  booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
  editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
  volume = {202},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}