Sensitivity-guided iterative parameter identification and data generation with BayesFlow and PELS-VA...
Sensitivity-guided iterative parameter identification and data generation with BayesFlow and PELS-VAE for model calibration
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Publisher
Cham: Springer International Publishing
Journal title
Language
English
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Publisher
Cham: Springer International Publishing
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Scope and Contents
Contents
Calibration of complex system models with a large number of parameters using standard optimization methods is often extremely time-consuming and not fully automated due to the reliance on all-inclusive expert knowledge. We propose a sensitivity-guided iterative parameter identification and data generation algorithm. The sensitivity analysis replace...
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Full title
Sensitivity-guided iterative parameter identification and data generation with BayesFlow and PELS-VAE for model calibration
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Author / Creator
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Record Identifier
TN_cdi_doaj_primary_oai_doaj_org_article_490f484dd2f04691bf7b00831de6a97a
Permalink
https://devfeature-collection.sl.nsw.gov.au/record/TN_cdi_doaj_primary_oai_doaj_org_article_490f484dd2f04691bf7b00831de6a97a
Other Identifiers
ISSN
2213-7467
E-ISSN
2213-7467
DOI
10.1186/s40323-023-00246-y
