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Dimensionality Reduction in Surrogate Modeling: A Review of Combined Methods

Surrogate modeling has been popularized as an alternative to full-scale models in complex engineering processes such as manufacturing and computer-assisted engineering. The modeling demand exponentially increases with complexity and number of system parameters, which consequently requires higher-dim...

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Detalles Bibliográficos
Autores principales: Hou, Chun Kit Jeffery, Behdinan, Kamran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Nature Singapore 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9633505/
https://www.ncbi.nlm.nih.gov/pubmed/36345394
http://dx.doi.org/10.1007/s41019-022-00193-5