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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...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
John Wiley & Sons, Inc.
2022
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| Materias: | |
| 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 |