mNARX+ automates construction of manifold-NARX models via recursive correlation-based feature selection on residuals to create accurate stable surrogates for nonlinear dynamical systems.
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The work develops manifold-NARX and functional NARX surrogates that accurately estimate first-passage probabilities in stochastic dynamical systems by embedding physical structure and functional features.
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mNARX+: A surrogate model for complex dynamical systems using manifold-NARX and automatic feature selection
mNARX+ automates construction of manifold-NARX models via recursive correlation-based feature selection on residuals to create accurate stable surrogates for nonlinear dynamical systems.
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Time-variant reliability using time-dependent surrogate models
The work develops manifold-NARX and functional NARX surrogates that accurately estimate first-passage probabilities in stochastic dynamical systems by embedding physical structure and functional features.