@inproceedings{10.1145/3690624.3709340,

author = {Luo, Xiao and Luo, Junyu and Jiang, Huiyu and Zhou, Hang and Xiao, Zhiping and Ju, Wei and Yang, Carl and Zhang, Ming and Sun, Yizhou},

title = {Future Matters for Present: Towards Effective Physical Simulation over Meshes},

year = {2025},

isbn = {9798400712456},

publisher = {Association for Computing Machinery},

address = {New York, NY, USA},

url = {https://doi.org/10.1145/3690624.3709340},

doi = {10.1145/3690624.3709340},

booktitle = {Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1},

pages = {906–917},

numpages = {12},

keywords = {dynamical system modeling, graph learning, neural ode, physical simulation},

location = {Toronto ON, Canada},

series = {KDD '25}

}