@article{automaticdifferentiationisessentialin, title = {Automatic Differentiation is Essential in Training Neural Networks for Solving Differential Equations}, author = {Chuqi Chen and Yahong Yang and Yang Xiang and Wenrui Hao}, year = {2024}, eprint = {2405.14099}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2405.14099v4}, }