Slow invariant manifolds of singularly perturbed systems via physics-informed machine learning

DOI10.1137/23m1602991zbMath1543.65204MaRDI QIDQ6573172

Constantinos I. Siettos, Dimitrios G. Patsatzis, Gianluca Fabiani, Lucia Russo

Publication date: 16 July 2024

Published in: SIAM Journal on Scientific Computing (Search for Journal in Brave)

zbMATH Keywords

dynamical systemsnumerical analysisslow invariant manifoldssingular perturbed systemsphysics-informed machine learning

Mathematics Subject Classification ID

General topics in artificial intelligence (68T01) Systems with slow and fast motions for nonlinear problems in mechanics (70K70) Numerical problems in dynamical systems (65P99)

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