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

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math.DS2026

Probabilistic function-on-function nonlinear autoregressive model for emulation and reliability analysis of stochastic dynamical systems

Zhouzhou Song, Marcos A. Valdebenito, Styfen Schär +3

Constructing accurate and computationally efficient surrogate models (or emulators) for predicting dynamical system responses is critical in many engineering domains, yet remains c…