@article{understandingandmitigatinggradient, title = {Understanding and mitigating gradient pathologies in physics-informed neural networks}, author = {Sifan Wang and Yujun Teng and Paris Perdikaris}, year = {2020}, eprint = {2001.04536}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2001.04536v1}, }