Structurally corrected invariant-preserving neural networks for conservative dynamical systems: a statistically validated approach

Zenodo (CERN European Organization for Nuclear Research) 2026 Open access

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Authors: fouaar-cyber
DOI: 10.5281/zenodo.18259015
Cited by: 0

Abstract

Enhanced statistical validation framework Improved theoretical analysis Refined manuscript for nonlinear dynamics audience Updated for Chaos, Solitons & Fractals submission

Fields of Study & Subjects

Model Reduction and Neural Networks Numerical methods for differential equations Neural Networks and Applications

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
15 January 2026