Emulating the dynamics of complex systems using autoregressive models on manifolds (mNARX)

Styfen Schär, Stefano Marelli, Bruno Sudret

We propose a novel surrogate modelling approach to efficiently and accurately approximate the response of complex dynamical systems driven by time-varying exogenous excitations ove…