@article{pegnetaphysicsembeddedgraphnetworkforlon, title = {PEGNet: A Physics-Embedded Graph Network for Long-Term Stable Multiphysics Simulation}, author = {Can Yang and Zhenzhong Wang and Junyuan Liu and Yunpeng Gong and Min Jiang}, year = {2025}, eprint = {2511.08697}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.08697}, }