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PEGNet: A Physics-Embedded Graph Network for Long-Term Stable Multiphysics Simulation

Can Yang, Zhenzhong Wang, Junyuan Liu, Yunpeng Gong, Min Jiang

AAAI 2026 · published

DOI

Contribution

Embeds physics in graph networks for stable long-horizon multiphysics simulation.

BibTeX

@inproceedings{yang2025pegnet,
  title={PEGNet: A Physics-Embedded Graph Network for Long-Term Stable Multiphysics Simulation},
  author={Yang, Can and Wang, Zhenzhong and Liu, Junyuan and Gong, Yunpeng and Jiang, Min},
  booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
  pages={27494--27502},
  year={2026},
  doi={10.1609/aaai.v40i32.39968},
}