Active-Learning-Driven Surrogate Modeling for Efficient Simulation of Parametric Nonlinear Systems

Harshit Kapadia, Lihong Feng, Peter Benner

When repeated evaluations for varying parameter configurations of a high-fidelity physical model are required, surrogate modeling techniques based on model order reduction are desi…