Reduced Order Modeling for Nonlinear PDE-constrained Optimization using Neural Networks

Nikolaj Takata Mücke, Lasse Hjuler Christiansen, Allan Peter Karup-Engsig +1

Nonlinear model predictive control (NMPC) often requires real-time solution to optimization problems. However, in cases where the mathematical model is of high dimension in the sol…