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Active subspaces: emerging ideas for dimension reduction in parameter studies

Scientists and engineers use computer simulations to study relationships between a model's input parameters and its outputs. However, thorough parameter studies are challenging, if not impossible, when the simulation is expensive and the model has several inputs. To enable studies in these inst...

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Detalles Bibliográficos
Autor principal: Constantine, Paul G
Lenguaje:eng
Publicado: SIAM 2015
Materias:
Acceso en línea:http://cds.cern.ch/record/2696021