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Title:

Global sensitivity analysis based on Gaussian-process metamodelling for complex biomechanical problems

Document type:
Zeitschriftenaufsatz
Author(s):
Barbara Wirthl, Sebastian Brandstaeter, Jonas Nitzler, Bernhard A. Schrefler, Wolfgang A. Wall
Abstract:
Biomechanical models often need to describe very complex systems, organs or diseases, and hence also include a large number of parameters. One of the attractive features of physics-based models is that in those models (most) parameters have a clear physical meaning. Nevertheless, the determination of these parameters is often very elaborate and costly and shows a large scatter within the population. Hence, it is essential to identify the most important parameter for a particular problem at hand....     »
Dewey Decimal Classification:
620 Ingenieurwissenschaften
Journal title:
International Journal for Numerical Methods in Biomedical Engineering
Year:
2023
Year / month:
2023-01
Covered by:
Scopus
Reviewed:
ja
Language:
en
Fulltext / DOI:
doi:10.1002/cnm.3675
Status:
Verlagsversion / published
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