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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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Bibliografiske detaljer
Udgivet i:Entropy (Basel)
Main Authors: Seo, Yun Am, Park, Jeong-Soo
Format: Artigo
Sprog:Inglês
Udgivet: MDPI 2020
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7823950/
https://ncbi.nlm.nih.gov/pubmed/33396233
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e23010053
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