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Fast Surrogate Modeling using Dimensionality Reduction in Model Inputs and Field Output: Application to Additive Manufacturing

A novel approach to surrogate modeling motivated by recent advancements in parameter dimension reduction is proposed. Specifically, the approach aims to speed-up surrogate modeling for mapping multiple input variables to a field quantity of interest. Computational efficiency is accomplished by first...

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Detalhes bibliográficos
Publicado no:Reliab Eng Syst Saf
Main Authors: Vohra, Manav, Nath, Paromita, Mahadevan, Sankaran, Lee, Yung-Tsun Tina
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7580033/
https://ncbi.nlm.nih.gov/pubmed/33100595
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