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Reduced order isogeometric analysis approach for pdes in parametrized domains

Chapter
Publication Date:
2020
abstract:
In this contribution, we coupled the isogeometric analysis to a reduced order modelling technique in order to provide a computationally efficient solution in parametric domains. In details, we adopt the free-form deformation method to obtain the parametric formulation of the domain and proper orthogonal decomposition with interpolation for the computational reduction of the model. This technique provides a real-time solution for any parameter by combining several solutions, in this case computed using isogeometric analysis on different geometrical configurations of the domain, properly mapped into a reference configuration. We underline that this reduced order model requires only the full-order solutions, making this approach non-intrusive. We present in this work the results of the application of this methodology to a heat conduction problem inside a deformable collector pipe.
Iris type:
2.1 Contributo in volume (Capitolo o Saggio)
Keywords:
Free-form deformation method; Isogeometric analysis; Parametrized domains; Partial differential equations; Proper orthogonal decomposition; Reduced order modelling
List of contributors:
Garotta, F.; Demo, N.; Tezzele, M.; Carraturo, M.; Reali, A.; Rozza, G.
Authors of the University:
CARRATURO MASSIMO
REALI ALESSANDRO
Handle:
https://iris.unipv.it/handle/11571/1423348
Book title:
Lecture Notes in Computational Science and Engineering
Published in:
LECTURE NOTES IN COMPUTATIONAL SCIENCE AND ENGINEERING
Journal
LECTURE NOTES IN COMPUTATIONAL SCIENCE AND ENGINEERING
Series
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