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Advances in Computers and Information in Engineering Research, Volume 2
ISBN:
9780791862025
No. of Pages:
634
Publisher:
ASME
Publication date:
2021
eBook Chapter
1. Proper Generalized Decomposition Based Model Order Reduction Applied to Problems Defined in Degenerated Domains
By
Chady Ghnatios
,
Chady Ghnatios
Notre Dame University-Louaize, Zouk Mosbeh, Lebanon
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Brice Bognet
,
Brice Bognet
Ecole Centrale de Nantes, Nantes, France
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Anais Barasinski
,
Anais Barasinski
Ecole Centrale de Nantes, Nantes, France
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Francisco Chinesta
Francisco Chinesta
Ecole Nationale Supérieur des Arts et Métiers, Paris, France
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Page Count:
29
-
Published:2021
Citation
Ghnatios, C, Bognet, B, Barasinski, A, & Chinesta, F. "Proper Generalized Decomposition Based Model Order Reduction Applied to Problems Defined in Degenerated Domains." Advances in Computers and Information in Engineering Research, Volume 2. Ed. Michopoulos, JG, Paredis, CJ, Rosen, DW, & Vance, JM. ASME, 2021.
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Nowadays, the use of simulation in industrial applications is a routine practice. However, the need of considering high fidelity models and their associated solutions is demanding for more efficient solvers. Despite the remarkable progress accomplished in hardware and software in the last decades, the ability to simulate high fidelity 3D models, taking into consideration all their richness is still challenging. For example, if we wish to simulate a 3D problem including 10 parameters, each of them taking 10 different values we should solve 1010 3D problems. This issue is known as the curse of dimensionality, and compromises the solution of models defined in high dimensional spaces.
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