Error modeling for surrogates of dynamical systems using machine learning

Sumeet Trehan, Kevin Carlberg, Louis J. Durlofsky

A machine-learning-based framework for modeling the error introduced by surrogate models of parameterized dynamical systems is proposed. The framework entails the use of high-dimen…