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Generalized Nonlinear Least Squares Method for the Calibration of Complex Computer Code Using a Gaussian Process Surrogate

The approximated nonlinear least squares (ALS) method has been used for the estimation of unknown parameters in the complex computer code which is very time-consuming to execute. The ALS calibrates or tunes the computer code by minimizing the squared difference between real observations and computer...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Lee, Youngsaeng, Park, Jeong-Soo
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7597302/
https://ncbi.nlm.nih.gov/pubmed/33286754
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22090985
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