Shanqing Liu

1. A Neural-Operator Preconditioned Newton Method for Accelerated Nonlinear Solvers
   2025/11/11 by Youngkyu Lee, Lee, Youngkyu, Shanqing Liu +5 · 1 citation
   Mathematics · Physics and Astronomy · #65F08 #65F10 #65M55 #68T07 #90C06 #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Iterative Methods for Nonlinear Equations #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical Analysis (math.NA)
2. Structure-Preserving Spectral Dynamic Programming on Compact Lie Groups
   2026/07/23 by Shanqing Liu, Yang Qi
   #math.OC #cs.NA #math.NA