@article{deeplearningbasednumericalmethodsfor,
  title = {Deep learning-based numerical methods for high-dimensional parabolic partial differential equations and backward stochastic differential equations},
  author = {Weinan E and Jiequn Han and Arnulf Jentzen},
  year = {2017},
  eprint = {1706.04702},
  archivePrefix = {arXiv},
  url = {http://arxiv.org/abs/1706.04702v1},
}