Mengtao Yan

According to our database, Mengtao Yan authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

NPSolver: Neural Poisson Solver with Iterative Physics Supervision.

Bocheng Zeng, Rui Zhang, Runze Mao, Mengtao Yan, Xuan Bai, Yang Liu, Zhi X. Chen, Hao Sun

CoRR, May, 2026

PhySimNet: Accelerating PDE simulations with physics-integrated learning.

Qi Wang, Yuan Mi, Mengtao Yan, Yang Liu, Ji-Rong Wen, Hao Sun

Comput. Phys. Commun., 2026

2025

Benchmarking neural surrogates on realistic spatiotemporal multiphysics flows.

Runze Mao, Rui Zhang, Xuan Bai, Tianhao Wu, Teng Zhang, Zhenyi Chen, Minqi Lin, Bocheng Zeng, Yangchen Xu, Yingxuan Xiang, Haoze Zhang, Shubham Goswami, Pierre A. Dawe, Yifan Xu, Zhenhua An, Mengtao Yan, Xiaoyi Lu, Yi Wang, Rongbo Bai, Haobu Gao, Xiaohang Fang, Han Li, Hao Sun, Zhi X. Chen

CoRR, December, 2025

Learnable-Differentiable Finite Volume Solver for Accelerated Simulation of Flows.

Mengtao Yan, Qi Wang, Haining Wang, Ruizhi Chengze, Yi Zhang, Hongsheng Liu, Zidong Wang, Fan Yu, Qi Qi, Hao Sun

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems.

Bocheng Zeng, Qi Wang, Mengtao Yan, Yang Liu, Ruizhi Chengze, Yi Zhang, Hongsheng Liu, Zidong Wang, Hao Sun

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Mapping Network-Coordinated Stacked Gated Recurrent Units for Turbulence Prediction.

Zhiming Zhang, Shangce Gao, MengChu Zhou, Mengtao Yan, Shuyang Cao

IEEE CAA J. Autom. Sinica, June, 2024

PhyMPGN: Physics-encoded Message Passing Graph Network for spatiotemporal PDE systems.

Bocheng Zeng, Qi Wang, Mengtao Yan, Yang Liu, Ruizhi Chengze, Yi Zhang, Hongsheng Liu, Zidong Wang, Hao Sun

CoRR, 2024