@article{mitigatinggradientpathologyinpinnsthroug, title = {Mitigating Gradient Pathology in PINNs through Aligned Constraint}, author = {Yichen Luo and Peiyu Zhu and Dongxiao Hu and Jia Wang and Tailin Wu and Dapeng Lan and Yu Liu and Zhibo Pang}, year = {2026}, eprint = {2605.25001}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.25001}, }