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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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Detalles Bibliográficos
Autores principales: Lee, Youngsaeng, Park, Jeong-Soo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7597302/
https://www.ncbi.nlm.nih.gov/pubmed/33286754
http://dx.doi.org/10.3390/e22090985