Reduction of the shallow water system by an error aware POD-neural network method: Application to floodplain dynamics

Author:

Allabou M.ORCID,Bouclier R.ORCID,Garambois P.A.ORCID,Monnier J.ORCID

Funder

French Government Ministry of Higher Education and Research

Publisher

Elsevier BV

Reference31 articles.

1. Reduced Basis Methods for Partial Differential Equations: an Introduction;Quarteroni,2015

2. Certified Reduced Basis Methods for Parametrized Partial Differential Equations;Hesthaven,2016

3. Model Order Reduction. Volume 2: Snapshot-Based Methods and Algorithms;Benner,2020

4. Nonlinear proper orthogonal decomposition for convection-dominated flows;Ahmed;Phys. Fluids,2021

5. Neural-network-augmented projection-based model order reduction for mitigating the Kolmogorov barrier to reducibility;Barnett;J. Comput. Phys.,2023

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