Expectation-Maximization Algorithm for the Calibration of Complex Simulator Using a Gaussian Process Emulator

The approximated non-linear least squares (ALS) tunes or calibrates the computer model by minimizing the squared error between the computer output and real observations by using an emulator such as a Gaussian process (GP) model. A potential defect of the ALS method is that the emulator is constructe...

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Detalles Bibliográficos
Autores principales: Seo, Yun Am, Park, Jeong-Soo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7823950/
https://www.ncbi.nlm.nih.gov/pubmed/33396233
http://dx.doi.org/10.3390/e23010053

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7823950/
https://www.ncbi.nlm.nih.gov/pubmed/33396233
http://dx.doi.org/10.3390/e23010053

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