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Document type:
Zeitschriftenaufsatz 
Author(s):
Biehler, J.; Gee, M.W.; Wall, W.A. 
Title:
Towards Efficient Uncertainty Quantification in Complex and Large Scale Biomechanical Problems based on a Bayesian Multi Fidelity Scheme 
Abstract:
In simulation of cardiovascular processes and diseases patient-specific model parameters, such as constitutive properties, are usually not easy to obtain. Instead of using population mean values to perform "patient-specific" simulations, thereby neglecting the inter- and intra-patient variations present in these parameters, these uncertainties have to be considered in the computational assessment. However, due to limited computational resources and several shortcomings of traditional uncertainty...    »
 
Keywords:
Abdominal Aortic Aneurysm, Uncertainty Quantification, Bayes, Monte Carlo, Random Fields 
Dewey Decimal Classification:
620 Ingenieurwissenschaften 
Journal title:
Biomechanics and Modeling in Mechanobiology 
Year:
2015 
Journal volume:
14 
Journal issue:
Pages contribution:
489-513 
Covered by:
Scopus 
Reviewed:
ja 
Language:
en 
Status:
Verlagsversion / published