Research Areas

Scientific machine learning, preconditioning, wave propagation

Education

2019.09 - 2025.06 Ph.D. in Mathematics Xiangtan University

2014.09 - 2018.07 B.S. in Mathematics Jilin University

Publications

1. Chen Cui, Kai Jiang, and Shi Shu. A neural multigrid solver for helmholtz equations with high wavenumber and heterogeneous media.SIAM Journal on Scientific Computing, 47(3), 2025, C655-C679.

2. Chen Cui, Kai Jiang, Yun Liu, and Shi Shu. A Hybrid Iterative Neural Solver Based on Spectral Analysis for Parametric PDEs. Journal of Computational Physics, 2025, 114165.