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IGA-based multi-index stochastic collocation for random PDEs on arbitrary domains

Articolo
Data di Pubblicazione:
2019
Abstract:
This paper proposes an extension of the Multi-Index Stochastic Collocation (MISC) method for forward uncertainty quantification (UQ) problems in computational domains of shape other than a square or cube, by exploiting isogeometric analysis (IGA) techniques. Introducing IGA solvers to the MISC algorithm is very natural since they are tensor-based PDE solvers, which are precisely what is required by the MISC machinery. Moreover, the combination-technique formulation of MISC allows the straightforward reuse of existing implementations of IGA solvers. We present numerical results to showcase the effectiveness of the proposed approach.
Tipologia CRIS:
01.01 Articolo in rivista
Keywords:
Isogeometric analysis; Uncertainty quantification; Sparse grids; Stochastic collocation methods; Multilevel methods; Combination-technique
Elenco autori:
Tamellini, Lorenzo
Autori di Ateneo:
TAMELLINI LORENZO
Link alla scheda completa:
https://iris.cnr.it/handle/20.500.14243/389452
Pubblicato in:
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
Journal
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URL

https://www.sciencedirect.com/science/article/pii/S0045782519301811?via%3Dihub
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