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Model inversion via multi-fidelity Bayesian optimization: a new paradigm for parameter estimation in haemodynamics, and beyond
We present a computational framework for model inversion based on multi-fidelity information fusion and Bayesian optimization. The proposed methodology targets the accurate construction of response surfaces in parameter space, and the efficient pursuit to identify global optima while keeping the num...
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| Publié dans: | J R Soc Interface |
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| Auteurs principaux: | , |
| Format: | Artigo |
| Langue: | Inglês |
| Publié: |
The Royal Society
2016
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| Sujets: | |
| Accès en ligne: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4892258/ https://ncbi.nlm.nih.gov/pubmed/27194481 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rsif.2015.1107 |
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