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Convolutional Neural Networks for Very Low-Dimensional LPV Approximations of Incompressible Navier-Stokes Equations

The control of general nonlinear systems is a challenging task in particular for large-scale models as they occur in the semi-discretization of partial differential equations (PDEs) of, say, fluid flow. In order to employ powerful methods from linear numerical algebra and linear control theory, one...

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Main Authors: Jan Heiland, Peter Benner, Rezvan Bahmani
Formato: Artigo
Idioma:Inglês
Publicado em: Frontiers Media S.A. 2022-04-01
Colecção:Frontiers in Applied Mathematics and Statistics
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Acesso em linha:https://www.frontiersin.org/articles/10.3389/fams.2022.879140/full
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