SimFormer: Multilevel Transformer on Learnable Mesh Graphs for Engineering Simulation.

@inproceedings{shi-2025-simformer, author = {Jiasheng Shi and Fu Lin and Weixiong Rao and Ze Gao}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{SimFormer: Multilevel Transformer on Learnable Mesh Graphs for Engineering Simulation}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {2653--2662}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761160}, doi = {https://doi.org/10.1145/3746252.3761160} }