Monte Carlo Dynamically Weighted Importance Sampling for Finite Element Model Updating

Topics in Modal Analysis & Testing, Volume 10 - Conference Proceedings of the Society for Experimental Mechanics Series ◽

10.1007/978-3-319-30249-2_27 ◽

2016 ◽

pp. 303-312 ◽

Author(s):

Daniel J. Joubert ◽

Tshilidzi Marwala

Keyword(s):

Finite Element ◽

Monte Carlo ◽

Finite Element Model ◽

Importance Sampling ◽

Model Updating ◽

Element Model ◽

Finite Element Model Updating

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Finite Element Model Updating Using the Shadow Hybrid Monte Carlo Technique

Special Topics in Structural Dynamics, Volume 6 - Conference Proceedings of the Society for Experimental Mechanics Series ◽

10.1007/978-1-4614-6546-1_53 ◽

2013 ◽

pp. 489-498 ◽

Author(s):

I. Boulkaibet ◽

L. Mthembu ◽

T. Marwala ◽

M. I. Friswell ◽

S. Adhikari

Keyword(s):

Finite Element ◽

Monte Carlo ◽

Finite Element Model ◽

Model Updating ◽

Element Model ◽

Monte Carlo Technique ◽

Finite Element Model Updating ◽

Hybrid Monte Carlo

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Bayesian Finite Element Model Updating Using a Population Markov Chain Monte Carlo Algorithm

Special Topics in Structural Dynamics & Experimental Techniques, Volume 5 - Conference Proceedings of the Society for Experimental Mechanics Series ◽

10.1007/978-3-030-47709-7_24 ◽

2020 ◽

pp. 259-269

Author(s):

M. Sherri ◽

I. Boulkaibet ◽

T. Marwala ◽

M. I. Friswell

Keyword(s):

Finite Element ◽

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Finite Element Model ◽

Model Updating ◽

Element Model ◽

Monte Carlo Algorithm ◽

Finite Element Model Updating

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Shadow Hybrid Monte Carlo Technique for Finite Element Model Updating

Probabilistic Finite Element Model Updating Using Bayesian Statistics ◽

10.1002/9781119153023.ch8 ◽

2016 ◽

pp. 138-154

Keyword(s):

Finite Element ◽

Monte Carlo ◽

Finite Element Model ◽

Model Updating ◽

Element Model ◽

Monte Carlo Technique ◽

Finite Element Model Updating ◽

Hybrid Monte Carlo

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Finite Element Model Updating Using the Separable Shadow Hybrid Monte Carlo Technique

Topics in Modal Analysis II, Volume 8 - Conference Proceedings of the Society for Experimental Mechanics Series ◽

10.1007/978-3-319-04774-4_26 ◽

2014 ◽

pp. 267-275 ◽

Author(s):

I. Boulkaibet ◽

L. Mthembu ◽

T. Marwala ◽

M. I. Friswell ◽

S. Adhikari

Keyword(s):

Finite Element ◽

Monte Carlo ◽

Finite Element Model ◽

Model Updating ◽

Element Model ◽

Monte Carlo Technique ◽

Finite Element Model Updating ◽

Hybrid Monte Carlo

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Finite element model updating using Hamiltonian Monte Carlo techniques

Inverse Problems in Science and Engineering ◽

10.1080/17415977.2016.1215446 ◽

2016 ◽

Vol 25 (7) ◽

pp. 1042-1070 ◽

Author(s):

I. Boulkaibet ◽

L. Mthembu ◽

T. Marwala ◽

M. I. Friswell ◽

S. Adhikari

Keyword(s):

Finite Element ◽

Monte Carlo ◽

Finite Element Model ◽

Model Updating ◽

Element Model ◽

Finite Element Model Updating ◽

Hamiltonian Monte Carlo ◽

Monte Carlo Techniques

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Adaptive Markov Chain Monte Carlo Method for Finite Element Model Updating

Probabilistic Finite Element Model Updating Using Bayesian Statistics ◽

10.1002/9781119153023.ch11 ◽

2016 ◽

pp. 189-205

Keyword(s):

Finite Element ◽

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Monte Carlo Method ◽

Finite Element Model ◽

Model Updating ◽

Element Model ◽

Finite Element Model Updating

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An Adaptive Markov Chain Monte Carlo Method for Bayesian Finite Element Model Updating

Special Topics in Structural Dynamics, Volume 6 - Conference Proceedings of the Society for Experimental Mechanics Series ◽

10.1007/978-3-319-29910-5_6 ◽

2016 ◽

pp. 55-65 ◽

Author(s):

I. Boulkaibet ◽

T. Marwala ◽

M. I. Friswell ◽

S. Adhikari

Keyword(s):

Finite Element ◽

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Monte Carlo Method ◽

Finite Element Model ◽

Model Updating ◽

Element Model ◽

Finite Element Model Updating

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Bayesian Nonlinear Finite Element Model Updating of a Full-Scale Bridge-Column Using Sequential Monte Carlo

Model Validation and Uncertainty Quantification, Volume 3 - Conference Proceedings of the Society for Experimental Mechanics Series ◽

10.1007/978-3-030-47638-0_43 ◽

2020 ◽

pp. 389-397

Author(s):

Mukesh K. Ramancha ◽

Rodrigo Astroza ◽

Joel P. Conte ◽

Jose I. Restrepo ◽

Michael D. Todd

Keyword(s):

Finite Element ◽

Monte Carlo ◽

Finite Element Model ◽

Sequential Monte Carlo ◽

Model Updating ◽

Element Model ◽

Finite Element Model Updating ◽

Bridge Column ◽

Nonlinear Finite Element Model

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Finite Element Model Updating Using an Evolutionary Markov Chain Monte Carlo Algorithm

Conference Proceedings of the Society for Experimental Mechanics Series - Dynamics of Civil Structures, Volume 2 ◽

10.1007/978-3-319-15248-6_26 ◽

2015 ◽

pp. 245-253 ◽

Author(s):

I. Boulkaibet ◽

L. Mthembu ◽

T. Marwala ◽

M. I. Friswell ◽

S. Adhikari

Keyword(s):

Finite Element ◽

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Finite Element Model ◽

Model Updating ◽

Element Model ◽

Monte Carlo Algorithm ◽

Finite Element Model Updating

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Modified Hamiltonian Monte Carlo‐based Bayesian finite element model updating of steel truss bridge

Structural Control and Health Monitoring ◽

10.1002/stc.2556 ◽

2020 ◽

Vol 27 (8) ◽

Author(s):

Shubham Baisthakur ◽

Arunasis Chakraborty

Keyword(s):

Finite Element ◽

Monte Carlo ◽

Finite Element Model ◽

Model Updating ◽

Element Model ◽

Finite Element Model Updating ◽

Hamiltonian Monte Carlo ◽

Steel Truss Bridge ◽

Steel Truss ◽

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