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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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Vydáno v:Entropy (Basel)
Hlavní autoři: Lee, Youngsaeng, Park, Jeong-Soo
Médium: Artigo
Jazyk:Inglês
Vydáno: MDPI 2020
Témata:
On-line přístup: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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