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Assessing model mismatch and model selection in a Bayesian uncertainty quantification analysis of a fluid-dynamics model of pulmonary blood circulation

This study uses Bayesian inference to quantify the uncertainty of model parameters and haemodynamic predictions in a one-dimensional pulmonary circulation model based on an integration of mouse haemodynamic and micro-computed tomography imaging data. We emphasize an often neglected, though important...

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Detalles Bibliográficos
Autores principales: Paun, L. Mihaela, Colebank, Mitchel J., Olufsen, Mette S., Hill, Nicholas A., Husmeier, Dirk
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7811590/
https://www.ncbi.nlm.nih.gov/pubmed/33353505
http://dx.doi.org/10.1098/rsif.2020.0886

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