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Numerical Methods for Partial Differential Equations
Article . 2013 . Peer-reviewed
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Article . 2014
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Variational multiscale proper orthogonal decomposition: Navier‐stokes equations

Variational multiscale proper orthogonal decomposition: Navier-Stokes equations
Authors: Iliescu, Traian; Wang, Zhu;

Variational multiscale proper orthogonal decomposition: Navier‐stokes equations

Abstract

We develop a variational multiscale proper orthogonal decomposition (POD) reduced‐order model (ROM) for turbulent incompressible Navier‐Stokes equations. Under two assumptions on the underlying finite element approximation and the generation of the POD basis, the error analysis of the full discretization of the ROM is presented. All error contributions are considered: the spatial discretization error (due to the finite element discretization), the temporal discretization error (due to the backward Euler method), and the POD truncation error. Numerical tests for a three‐dimensional turbulent flow past a cylinder at Reynolds number show the improved physical accuracy of the new model over the standard Galerkin and mixing‐length POD ROMs. The high computational efficiency of the new model is also showcased. Finally, the theoretical error estimates are confirmed by numerical simulations of a two‐dimensional Navier‐Stokes problem. © 2013 Wiley Periodicals, Inc. Numer Methods Partial Differential Eq 30: 641–663, 2014

Keywords

Variational methods applied to problems in fluid mechanics, reduced-order model, Navier-Stokes equations for incompressible viscous fluids, finite element method, Numerical Analysis (math.NA), proper orthogonal decomposition, FOS: Mathematics, Mathematics - Numerical Analysis, variational multiscale, Finite element methods applied to problems in fluid mechanics

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
107
Top 1%
Top 10%
Top 10%
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