Markov chain Monte Carlo-based Bayesian model updating of a sailboat-shaped building using a parallel technique

Engineering Structures ◽

10.1016/j.engstruct.2019.05.023 ◽

2019 ◽

Vol 193 ◽

pp. 12-27 ◽

Author(s):

Heung-Fai Lam ◽

Jun Hu ◽

Feng-Liang Zhang ◽

Yan-Chun Ni

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Bayesian Model ◽

Model Updating ◽

Parallel Technique

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Bayesian model updating of a coupled-slab system using field test data utilizing an enhanced Markov chain Monte Carlo simulation algorithm

Engineering Structures ◽

10.1016/j.engstruct.2015.08.005 ◽

2015 ◽

Vol 102 ◽

pp. 144-155 ◽

Author(s):

Heung-Fai Lam ◽

Jiahua Yang ◽

Siu-Kui Au

Keyword(s):

Monte Carlo Simulation ◽

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Test Data ◽

Bayesian Model ◽

Model Updating ◽

Simulation Algorithm

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Transitional Markov Chain Monte Carlo Method for Bayesian Model Updating, Model Class Selection, and Model Averaging

Journal of Engineering Mechanics ◽

10.1061/(asce)0733-9399(2007)133:7(816) ◽

2007 ◽

Vol 133 (7) ◽

pp. 816-832 ◽

Author(s):

Jianye Ching ◽

Yi-Chu Chen

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Monte Carlo Method ◽

Bayesian Model ◽

Model Updating ◽

Model Averaging ◽

Model Class ◽

Model Class Selection

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A Differential Evolution Markov Chain Monte Carlo Algorithm for Bayesian Model Updating

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

10.1007/978-3-319-75390-4_9 ◽

2018 ◽

pp. 115-125 ◽

Author(s):

M. Sherri ◽

I. Boulkaibet ◽

T. Marwala ◽

M. I. Friswell

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Differential Evolution ◽

Bayesian Model ◽

Model Updating ◽

Monte Carlo Algorithm

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Bayesian Model Updating of Reliability Parameters using Transitional Markov Chain Monte Carlo with Slice Sampling

Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference ◽

10.3850/978-981-14-8593-0_4374-cd ◽

2020 ◽

Author(s):

Adolphus Lye ◽

Alice Cicirello ◽

Edoardo Patelli

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Bayesian Model ◽

Model Updating ◽

Slice Sampling ◽

Reliability Parameters

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Joint Bayesian model selection and parameter estimation of the generalized extreme value model with covariates using birth-death Markov chain Monte Carlo

Water Resources Research ◽

10.1029/2007wr006427 ◽

2009 ◽

Vol 45 (6) ◽

Author(s):

Salaheddine El Adlouni ◽

Taha B. M. J. Ouarda

Keyword(s):

Monte Carlo ◽

Parameter Estimation ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Model Selection ◽

Bayesian Model ◽

Extreme Value ◽

Extreme Value Model ◽

Value Model ◽

Generalized Extreme Value Model

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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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Bayesian Model Choice Via Markov Chain Monte Carlo Methods

Journal of the Royal Statistical Society Series B (Methodological) ◽

10.1111/j.2517-6161.1995.tb02042.x ◽

1995 ◽

Vol 57 (3) ◽

pp. 473-484 ◽

Author(s):

Bradley P. Carlin ◽

Siddhartha Chib

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Monte Carlo Methods ◽

Bayesian Model ◽

Model Choice ◽

Bayesian Model Choice

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Energy based Markov Chain Monte Carlo algorithms for Bayesian model selection

The Journal of the Acoustical Society of America ◽

10.1121/1.4806563 ◽

2013 ◽

Vol 133 (5) ◽

pp. 3575-3575

Author(s):

Tomislav Jasa ◽

Jonathan Botts ◽

Xiang Ning

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Model Selection ◽

Bayesian Model ◽

Bayesian Model Selection ◽

Monte Carlo Algorithms

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Ensemble Bayesian model averaging using Markov Chain Monte Carlo sampling

Environmental Fluid Mechanics ◽

10.1007/s10652-008-9106-3 ◽

2008 ◽

Vol 8 (5-6) ◽

pp. 579-595 ◽

Author(s):

Jasper A. Vrugt ◽

Cees G. H. Diks ◽

Martyn P. Clark

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Bayesian Model ◽

Bayesian Model Averaging ◽

Model Averaging ◽

Monte Carlo Sampling

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Bayesian model selection for time series using Markov chain Monte Carlo

1997 IEEE International Conference on Acoustics, Speech, and Signal Processing ◽

10.1109/icassp.1997.604681 ◽

2002 ◽

Author(s):

P.T. Troughton ◽

S.J. Godsill

Keyword(s):

Time Series ◽

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Model Selection ◽

Bayesian Model ◽

Bayesian Model Selection ◽

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