Carregant...

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...

Descripció completa

Guardat en:
Dades bibliogràfiques
Publicat a:Reliab Eng Syst Saf
Autors principals: Vohra, Manav, Nath, Paromita, Mahadevan, Sankaran, Lee, Yung-Tsun Tina
Format: Artigo
Idioma:Inglês
Publicat: 2020
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC7580033/
https://ncbi.nlm.nih.gov/pubmed/33100595
Etiquetes: Afegir etiqueta
Sense etiquetes, Sigues el primer a etiquetar aquest registre!