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research article

Reduced basis approximation and error bounds for potential flows in parametrized geometries

Rozza, Gianluigi  
2011
Communications in Computational Physics

In this paper we consider (hierarchical, Lagrange) reduced basis approximation and a posteriori error estimation for potential flows in affinely parametrized geometries. We review the essential ingredients: i) a Galerkin projection onto a low dimensional space associated with a smooth “parametric manifold” in order to get a dimension reduction; ii) an efficient and effective greedy sampling method for identification of optimal and numerically stable approximations to have a rapid convergence; iii) an a posteriori error estimation procedure: rigorous and sharp bounds for the linearfunctional outputs of interest and over the potential solution or related quantities of interest like velocity and/or pressure; iv) an Offline-Online computational decomposition strategies to achieve a minimum marginal computational cost for high performance in the real-time and many-query (e.g., design and optimization) contexts. We present three illustrative results for inviscid potential flows in parametrized geometries representing a Venturi channel, a circular bend and an added mass problem.

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Type
research article
DOI
10.4208/cicp.100310.260710a
Web of Science ID

WOS:000287557000001

Author(s)
Rozza, Gianluigi  
Date Issued

2011

Published in
Communications in Computational Physics
Volume

9

Issue

1

Start page

1

End page

48

Subjects

reduced basis method

•

Galerkin method

•

error bounds

•

potential flows

•

parametrized geometries

•

a posteriori error estimation

Note

preprint as MATHICSE report 11.2010

URL

URL

http://augustine.mit.edu/
Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
CMCS  
Available on Infoscience
July 27, 2010
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/51871
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