A semigroup method for high dimensional committor functions based on neural network

Haoya Li, Yuehaw Khoo, Yinuo Ren, Lexing Ying. A semigroup method for high dimensional committor functions based on neural network. In Joan Bruna, Jan S. Hesthaven, Lenka Zdeborová, editors, Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual Conference / Lausanne, Switzerland. Volume 145 of Proceedings of Machine Learning Research, pages 598-618, PMLR, 2021. [doi]

@inproceedings{LiKRY21,
  title = {A semigroup method for high dimensional committor functions based on neural network},
  author = {Haoya Li and Yuehaw Khoo and Yinuo Ren and Lexing Ying},
  year = {2021},
  url = {https://proceedings.mlr.press/v145/li22a.html},
  researchr = {https://researchr.org/publication/LiKRY21},
  cites = {0},
  citedby = {0},
  pages = {598-618},
  booktitle = {Mathematical and Scientific Machine Learning, 16-19 August 2021, Virtual Conference / Lausanne, Switzerland},
  editor = {Joan Bruna and Jan S. Hesthaven and Lenka Zdeborová},
  volume = {145},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}