Markov Chain Monte Carlo Approach for Parameter Uncertainty Quantification and Its Impact on Groundwater Mass Transport Modeling: Influence of Prior Distribution

Sheng Shen; Guangming Zeng; Jie Liang; Xiaodong Li; Yong Tan; Zhongwu Li; Jianbing Li

doi:10.1089/ees.2012.0236

Markov Chain Monte Carlo Approach for Parameter Uncertainty Quantification and Its Impact on Groundwater Mass Transport Modeling: Influence of Prior Distribution

Environmental Engineering Science ◽

10.1089/ees.2012.0236 ◽

2014 ◽

Vol 31 (9) ◽

pp. 487-495

Author(s):

Sheng Shen ◽

Guangming Zeng ◽

Jie Liang ◽

Xiaodong Li ◽

Yong Tan ◽

...

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Mass Transport ◽

Uncertainty Quantification ◽

Parameter Uncertainty ◽

Prior Distribution ◽

Transport Modeling ◽

Monte Carlo Approach ◽

Mass Transport Modeling

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A multilevel Markov Chain Monte Carlo approach for uncertainty quantification in deformable registration

Medical Imaging 2018: Image Processing ◽

10.1117/12.2293588 ◽

2018 ◽

Cited By ~ 3

Author(s):

Sandra Schultz ◽

Heinz Handels ◽

Jan Ehrhardt

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Uncertainty Quantification ◽

Deformable Registration ◽

Monte Carlo Approach

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Uncertainty assessment and data worth in groundwater flow and mass transport modeling using a blocking Markov chain Monte Carlo method

Journal of Hydrology ◽

10.1016/j.jhydrol.2008.11.014 ◽

2009 ◽

Vol 364 (3-4) ◽

pp. 328-341 ◽

Cited By ~ 61

Author(s):

Jianlin Fu ◽

J. Jaime Gómez-Hernández

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Monte Carlo Method ◽

Groundwater Flow ◽

Uncertainty Assessment ◽

Transport Modeling ◽

Mass Transport Modeling ◽

Data Worth ◽

Flow And Mass Transport

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A Multi-Objective Markov Chain Monte Carlo Approach for History Matching and Uncertainty Quantification

10.2118/175144-ms ◽

2015 ◽

Cited By ~ 2

Author(s):

Feyi Olalotiti-Lawal ◽

Akhil Datta-Gupta

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Uncertainty Quantification ◽

History Matching ◽

Monte Carlo Approach ◽

Multi Objective

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A multiobjective Markov chain Monte Carlo approach for history matching and uncertainty quantification

Journal of Petroleum Science and Engineering ◽

10.1016/j.petrol.2018.03.062 ◽

2018 ◽

Vol 166 ◽

pp. 759-777 ◽

Cited By ~ 9

Author(s):

Feyi Olalotiti-Lawal ◽

Akhil Datta-Gupta

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Uncertainty Quantification ◽

History Matching ◽

Monte Carlo Approach

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A Markov Chain Monte Carlo Approach to Nonlinear Parametric System Identification

IEEE Transactions on Automatic Control ◽

10.1109/tac.2014.2380997 ◽

2015 ◽

Vol 60 (9) ◽

pp. 2542-2546 ◽

Cited By ~ 3

Author(s):

Er-Wei Bai ◽

Hideaki Ishii ◽

Roberto Tempo

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

System Identification ◽

Monte Carlo Approach ◽

Parametric System

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Bayesian inference along Markov Chain Monte Carlo approach for PWR core loading pattern optimization

Annals of Nuclear Energy ◽

10.1016/j.anucene.2012.07.012 ◽

2012 ◽

Vol 50 ◽

pp. 150-157 ◽

Cited By ~ 1

Author(s):

A. Haghighattalab ◽

A. Minuchehr ◽

A. Zolfaghari ◽

F. Khoshahval

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Bayesian Inference ◽

Monte Carlo Approach ◽

Loading Pattern

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An adaptive scheme for reliability-based global design optimization: A Markov chain Monte Carlo approach

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2020.106836 ◽

2020 ◽

Vol 143 ◽

pp. 106836 ◽

Cited By ~ 1

Author(s):

H.A. Jensen ◽

D.J. Jerez ◽

M. Valdebenito

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Design Optimization ◽

Adaptive Scheme ◽

Monte Carlo Approach ◽

Global Design Optimization

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Testing Conditional Asset Pricing Models Using a Markov Chain Monte Carlo Approach

SSRN Electronic Journal ◽

10.2139/ssrn.673501 ◽

2005 ◽

Author(s):

Manuel Ammann ◽

Michael Verhofen

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Asset Pricing ◽

Pricing Models ◽

Monte Carlo Approach ◽

Asset Pricing Models ◽

Conditional Asset Pricing

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A Markov Chain Monte Carlo Approach to Stereovision

Computer Vision — ECCV 2002 - Lecture Notes in Computer Science ◽

10.1007/3-540-47977-5_7 ◽

2002 ◽

pp. 97-111 ◽

Cited By ~ 2

Author(s):

Julien Sénégas

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Monte Carlo Approach

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Harnessing the Theoretical Foundations of the Exponential and Beta-Poisson Dose-Response Models to Quantify Parameter Uncertainty Using Markov Chain Monte Carlo

Risk Analysis ◽

10.1111/risa.12006 ◽

2013 ◽

Vol 33 (9) ◽

pp. 1677-1693 ◽

Cited By ~ 28

Author(s):

Philip J. Schmidt ◽

Katarina D. M. Pintar ◽

Aamir M. Fazil ◽

Edward Topp

Keyword(s):

Monte Carlo ◽

Markov Chain ◽

Markov Chain Monte Carlo ◽

Dose Response ◽

Parameter Uncertainty ◽

Response Models ◽

Theoretical Foundations

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