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Finite element model updating using Hamiltonian Monte Carlo techniques

I. Boulkaibet, L. Mthembu, T. Marwala, Michael Friswell, Sondipon Adhikari

Inverse Problems in Science and Engineering, Volume: 25, Issue: 7, Pages: 1042 - 1070

Swansea University Authors: Michael Friswell, Sondipon Adhikari

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Published in: Inverse Problems in Science and Engineering
ISSN: 1741-5977 1741-5985
Published: Informa UK Limited 2017
Online Access: Check full text

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Keywords: Bayesian; sampling; finite element model updating; Markov Chain Monte Carlo; molecular dynamics; Hamiltonian function; hybrid Monte Carlo method; shadow hybrid Monte Carlo; separable shadow hybrid Monte Carlo
College: Faculty of Science and Engineering
Issue: 7
Start Page: 1042
End Page: 1070