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The Creation of Surrogate Models for Fast Estimation of Complex Model Outcomes

A surrogate model is a black box model that reproduces the output of another more complex model at a single time point. This is to be distinguished from the method of surrogate data, used in time series. The purpose of a surrogate is to reduce the time necessary for a computation at the cost of rigo...

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Detalles Bibliográficos
Autores principales: Pruett, W. Andrew, Hester, Robert L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4892541/
https://www.ncbi.nlm.nih.gov/pubmed/27258010
http://dx.doi.org/10.1371/journal.pone.0156574