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Application of a reduced basis method for an efficient treatment of structural mechanics problems

Bremm, Sophia ; Rosendahl, Philipp L. ; Becker, Wilfried (2021)
Application of a reduced basis method for an efficient treatment of structural mechanics problems.
In: PAMM — Proceedings in Applied Mathematics and Mechanics, 20 (1)
doi: 10.1002/pamm.202000012
Artikel, Bibliographie

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Kurzbeschreibung (Abstract)

For numerous problems in structural mechanics, a repeated solution of partial differential equations (PDEs), varying certain input parameters, is necessary. Solving the PDE for a large number of different input parameter sets using a full‐dimensional finite element method, requires repeated solving of large systems of equations and, thus, leads to a high computational effort. The aim of model order reduction techniques is to reduce the computational complexity in such calculations. In order to achieve this, the idea of the reduced basis method [1–3] is to replace the high‐dimensional model with a lower dimensional model, which is realized by forming a basis of solutions of the full problem for selected parameter sets. Key to determining suitable parameter sets is an appropriate error estimator.

Typ des Eintrags: Artikel
Erschienen: 2021
Autor(en): Bremm, Sophia ; Rosendahl, Philipp L. ; Becker, Wilfried
Art des Eintrags: Bibliographie
Titel: Application of a reduced basis method for an efficient treatment of structural mechanics problems
Sprache: Englisch
Publikationsjahr: 2021
Ort: Weinheim
Ort der Erstveröffentlichung: Weinheim
Verlag: Wiley‐VCH
Titel der Zeitschrift, Zeitung oder Schriftenreihe: PAMM — Proceedings in Applied Mathematics and Mechanics
Jahrgang/Volume einer Zeitschrift: 20
(Heft-)Nummer: 1
DOI: 10.1002/pamm.202000012
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Kurzbeschreibung (Abstract):

For numerous problems in structural mechanics, a repeated solution of partial differential equations (PDEs), varying certain input parameters, is necessary. Solving the PDE for a large number of different input parameter sets using a full‐dimensional finite element method, requires repeated solving of large systems of equations and, thus, leads to a high computational effort. The aim of model order reduction techniques is to reduce the computational complexity in such calculations. In order to achieve this, the idea of the reduced basis method [1–3] is to replace the high‐dimensional model with a lower dimensional model, which is realized by forming a basis of solutions of the full problem for selected parameter sets. Key to determining suitable parameter sets is an appropriate error estimator.

Fachbereich(e)/-gebiet(e): 13 Fachbereich Bau- und Umweltingenieurwissenschaften
13 Fachbereich Bau- und Umweltingenieurwissenschaften > Institut für Statik und Konstruktion
16 Fachbereich Maschinenbau
16 Fachbereich Maschinenbau > Fachgebiet für Strukturmechanik (FSM)
Hinterlegungsdatum: 30 Mär 2021 06:07
Letzte Änderung: 28 Nov 2023 14:51
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