Kernel‐based active subspaces with application to computational fluid dynamics parametric problems using the discontinuous Galerkin method

Nonlinear extensions to the active subspaces method have brought remarkable results for dimension reduction in the parameter space and response surface design. We further develop a kernel‐based nonlinear method. In particular, we introduce it in a broader mathematical framework that contemplates als...

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Detalles Bibliográficos
Autores principales: Romor, Francesco, Tezzele, Marco, Lario, Andrea, Rozza, Gianluigi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2022
Materias:
Research Articles
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825883/
https://www.ncbi.nlm.nih.gov/pubmed/36632376
http://dx.doi.org/10.1002/nme.7099

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9825883/
https://www.ncbi.nlm.nih.gov/pubmed/36632376
http://dx.doi.org/10.1002/nme.7099

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