Finite Expression Method for Learning Dynamics on Complex Networks. - Zezheng Song; Chunmei Wang; Haizhao Yang (CoRR, 2024)

FMint: Bridging Human Designed and Data Pretrained Models for Differential Equation Foundation Model. - Zezheng Song; Jiaxin Yuan; Haizhao Yang (CoRR, 2024)

Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey. - Haixin Wang 003; Yadi Cao; Zijie Huang 002; Yuxuan Liu; Peiyan Hu; Xiao Luo 001; Zezheng Song; Wanjia Zhao; Jilin Liu; Jinan Sun; Shikun Zhang; Long Wei; et al. (CoRR, 2024)

A Finite Expression Method for Solving High-Dimensional Committor Problems. - Zezheng Song; Maria K. Cameron; Haizhao Yang (SIAM J. Sci. Comput., 2025)

Omni-Mol: Exploring Universal Convergent Space for Omni-Molecular Tasks. - Chengxin Hu; Hao Li; Yihe Yuan; Zezheng Song; Haixin Wang (CoRR, 2025)

Beyond the Time Domain: Recent Advances on Frequency Transforms in Time Series Analysis. - Qianru Zhang; Peng Yang 016; Honggang Wen; Xinzhu Li; Haixin Wang 003; Fang Sun; Zezheng Song; Zhichen Lai; Rui Ma; Ruihua Han; Tailin Wu; Siu-Ming Yiu; et al. (CoRR, 2025)