@article{deepuqlearningdeepneuralnetwork,
  title = {Deep UQ: Learning deep neural network surrogate models for high dimensional uncertainty quantification},
  author = {Rohit Tripathy and Ilias Bilionis},
  year = {2018},
  eprint = {1802.00850},
  archivePrefix = {arXiv},
  url = {http://arxiv.org/abs/1802.00850v1},
}