1 citations · 1 across the 1 of their papers we have counts for
2 papers
math.NA2024★ 1 cited
Analysis of the SUPG Method for the Solution of Optimal Control Problems
S. Scott Collis, Matthias Heinkenschloss
We study the effect of the streamline upwind/Petrov Galerkin (SUPG) stabilized finite element method on the discretization of optimal control problems governed by linear advection-…
math.NA2023
Nonlinear-manifold reduced order models with domain decomposition
Alejandro N. Diaz, Youngsoo Choi, Matthias Heinkenschloss
A nonlinear-manifold reduced order model (NM-ROM) is a great way of incorporating underlying physics principles into a neural network-based data-driven approach. We combine NM-ROMs…