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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...
Autores principales: | Hou, Chun Kit Jeffery, Behdinan, Kamran |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Nature Singapore
2022
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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 |
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