@article{ontheconvergenceandgeneralizationof, title = {On the convergence of physics informed neural networks for linear second-order elliptic and parabolic type PDEs}, author = {Yeonjong Shin and Jerome Darbon and George Em. Karniadakis}, year = {2020}, eprint = {2004.01806}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2004.01806v2}, }