7 citations · 7 across the 2 of their papers we have counts for
2 papers
math.OC2025
A model reduction method based on nonlinear optimization for multiscale stochastic optimal control problems
Lingling Ma, Jingyi Zhang, Qiuqi Li
This paper proposes a non-intrusive, data-driven reduced-order modeling framework for stochastic optimal control problems governed by partial differential equations. The control pr…
math.NA2017★ 7 cited
Local-global model reduction method for stochastic optimal control problems constrained by partial differential equations
Lingling Ma, Qiuqi Li, Lijian Jiang
In this paper, a local-global model reduction method is presented to solve stochastic optimal control problems governed by partial differential equations (PDEs). If the optimal con…