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2021 | OriginalPaper | Chapter

Discontinuous Galerkin Model Order Reduction of Geometrically Parametrized Stokes Equation

Authors : Nirav Vasant Shah, Martin Wilfried Hess, Gianluigi Rozza

Published in: Numerical Mathematics and Advanced Applications ENUMATH 2019

Publisher: Springer International Publishing

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Abstract

The present work focuses on the geometric parametrization and the reduced order modeling of the Stokes equation. We discuss the concept of a parametrized geometry and its application within a reduced order modeling technique. The full order model is based on the discontinuous Galerkin method with an interior penalty formulation. We introduce the broken Sobolev spaces as well as the weak formulation required for an affine parameter dependency. The operators are transformed from a fixed domain to a parameter dependent domain using the affine parameter dependency. The proper orthogonal decomposition is used to obtain the basis of functions of the reduced order model. By using the Galerkin projection the linear system is projected onto the reduced space. During this process, the offline-online decomposition is used to separate parameter dependent operations from parameter independent operations. Finally this technique is applied to an obstacle test problem.The numerical outcomes presented include experimental error analysis, eigenvalue decay and measurement of online simulation time.

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Metadata
Title
Discontinuous Galerkin Model Order Reduction of Geometrically Parametrized Stokes Equation
Authors
Nirav Vasant Shah
Martin Wilfried Hess
Gianluigi Rozza
Copyright Year
2021
DOI
https://doi.org/10.1007/978-3-030-55874-1_54

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