@article{improvedphysicsinformedneuralnetworkin, title = {Improved physics-informed neural network in mitigating gradient related failures}, author = {Pancheng Niu and Yongming Chen and Jun Guo and Yuqian Zhou and Minfu Feng and Yanchao Shi}, year = {2024}, eprint = {2407.19421}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2407.19421v1}, }