2 papers
math.NA2025
Nodal Hybrid Neural Solvers for Parametric PDE Systems
Yun Liu, Chen Cui, Shi Shu +1
The numerical solution of partial differential equations (PDEs) is fundamental to scientific and engineering computing. In the presence of strong anisotropy, material heterogeneity…
math.NA2024
Momentum-Accelerated Richardson(m) and Their Multilevel Neural Solvers
Zhen Wang, Yun Liu, Chen Cui +1
Recently, designing neural solvers for large-scale linear systems of equations has emerged as a promising approach in scientific and engineering computing. This paper first introdu…