@article{deeplearningbasednumericalapproximation,
  title = {Deep learning based numerical approximation algorithms for stochastic partial differential equations and high-dimensional nonlinear filtering problems},
  author = {Christian Beck and Sebastian Becker and Patrick Cheridito and Arnulf Jentzen and Ariel Neufeld},
  year = {2020},
  eprint = {2012.01194},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2012.01194v1},
}