@article{towardsgeneralizablepdedynamicsforecasti, title = {Towards Generalizable PDE Dynamics Forecasting via Physics-Guided Invariant Learning}, author = {Siyang Li and Yize Chen and Yan Guo and Ming Huang and Hui Xiong}, year = {2025}, eprint = {2509.24332}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.24332}, }