most citedmNARX+: A surrogate model for complex dynamical systems using manifold-NARX and automatic feature selection

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stat.ME2025

Surrogate modeling with functional nonlinear autoregressive models (F-NARX)

Styfen Schär, Stefano Marelli, Bruno Sudret

We propose a novel functional approach to surrogate modeling of dynamical systems with exogenous inputs. This approach, named Functional Nonlinear AutoRegressive with eXogenous inp…