Bayesian sensitivity analysis of a 1D vascular model with Gaussian process emulators

Melis, A. orcid.org/0000-0002-8261-0421, Clayton, R.H. orcid.org/0000-0002-8438-7518 and Marzo, A. orcid.org/0000-0002-6702-7932 (2017) Bayesian sensitivity analysis of a 1D vascular model with Gaussian process emulators. International Journal for Numerical Methods in Biomedical Engineering. ISSN 2040-7939

Abstract

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Authors/Creators:
Copyright, Publisher and Additional Information: This is the peer reviewed version of the following article: Melis, A., Clayton, R. H., and Marzo, A. (2017) Bayesian sensitivity analysis of a 1D vascular model with Gaussian process emulators. International Journal for Numerical Methods in Biomedical Engineering, which has been published at https://doi.org/10.1002/cnm.2882. This article may be used for non-commercial purposes in accordance with Wiley Terms and Conditions for Self-Archiving.
Keywords: 1D vascular model; Gaussian process; emulator; sensitivity analysis; Sobol
Dates:
  • Accepted: 10 March 2017
  • Published (online): 11 May 2017
  • Published: December 2017
Institution: The University of Sheffield
Academic Units: The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Computer Science (Sheffield)
The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Mechanical Engineering (Sheffield)
Funding Information:
FunderGrant number
ENGINEERING AND PHYSICAL SCIENCE RESEARCH COUNCIL (EPSRC)EP/K037145/1
Depositing User: Symplectic Sheffield
Date Deposited: 20 Apr 2017 09:42
Last Modified: 03 Apr 2019 14:37
Published Version: https://doi.org/10.1002/cnm.2882
Status: Published online
Publisher: Wiley
Refereed: Yes
Identification Number: https://doi.org/10.1002/cnm.2882

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