@article{variationaltrainingofneuralnetwork,
  title = {Variational training of neural network approximations of solution maps for physical models},
  author = {Yingzhou Li and Jianfeng Lu and Anqi Mao},
  year = {2019},
  eprint = {1905.02789},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1905.02789v3},
}