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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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| Gepubliceerd in: | Entropy (Basel) |
|---|---|
| Hoofdauteurs: | , |
| Formaat: | Artigo |
| Taal: | Inglês |
| Gepubliceerd in: |
MDPI
2020
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| Onderwerpen: | |
| Online toegang: | 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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