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Model Order Reduction in Fluid Dynamics: Challenges and Perspectives

Lassila, T.
•
Manzoni, Andrea
•
Quarteroni, A.
•
Rozza, Gianluigi
2014
  • book part

Periodico
MODELING, SIMULATION & APPLICATIONS
Abstract
This chapter reviews techniques of model reduction of fluid dynamics systems. Fluid systems are known to be difficult to reduce efficiently due to several reasons. First of all, they exhibit strong nonlinearities — which are mainly related either to nonlinear convection terms and/or some geometric variability — that often cannot be treated by simple linearization. Additional difficulties arise when attempting model reduction of unsteady flows, especially when long-term transient behavior needs to be accurately predicted using reduced order models and more complex features, such as turbulence or multiphysics phenomena, have to be taken into consideration. We first discuss some general principles that apply to many parametric model order reduction problems, then we apply them on steady and unsteady viscous flows modelled by the incompressible Navier-Stokes equations. We address questions of inf-sup stability, certification through error estimation, computational issues and — in the unsteady case — long-time stability of the reduced model. Moreover, we provide an extensive list of literature references.
DOI
10.1007/978-3-319-02090-7_9
WOS
WOS:000343752500009
Archivio
http://hdl.handle.net/20.500.11767/15172
https://infoscience.epfl.ch/record/187600/files/LMQR_ROMReview.pdf
http://eprints.whiterose.ac.uk/82506/
https://www.mate.polimi.it/biblioteca/add/qmox/29-2013.pdf
Diritti
open access
Soggetti
  • Mathematical theory o...

  • Settore MAT/08 - Anal...

Web of Science© citazioni
217
Data di acquisizione
Mar 23, 2024
Visualizzazioni
3
Data di acquisizione
Apr 19, 2024
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