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Operational Modal Analysis: Modeling, Bayesian Inference, Uncertainty Laws

Au, Siu-Kui

1, 2017

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Engineering risk assessment with subset simulation

1st edition., 2014

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Fast Bayesian ambient modal identification in the frequency domain, Part I: Posterior most probable value

Mechanical systems and signal processing, 2012, Vol.26 (JAN), p.60-75

Au, Siu-Kui

2012

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Fast Bayesian ambient modal identification in the frequency domain, Part II: Posterior uncertainty

Mechanical systems and signal processing, 2012, Vol.26 (JAN), p.76-90

Au, Siu-Kui

2012

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A Gibbs sampling algorithm for structural modal identification under seismic excitation

Earthquake engineering & structural dynamics, 2018-11, Vol.47 (14), p.2735-2755

2018

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Practical reliability analysis of slope stability by advanced Monte Carlo simulations in a spreadsheet

Canadian geotechnical journal, 2011-01, Vol.48 (1), p.162-172

2011

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Markov chain Monte Carlo‐based Bayesian method for structural model updating and damage detection

Structural control and health monitoring, 2018-04, Vol.25 (4), p.e2140-n/a

2018

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Bayesian operational modal analysis: Theory, computation, practice

Computers & structures, 2013-09, Vol.126, p.3-14

2013

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Three-dimensional slope reliability and risk assessment using auxiliary random finite element method

Computers and geotechnics, 2016-10, Vol.79, p.146-158

2016

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Bayesian approach for probabilistic characterization of sand friction angles

Engineering geology, 2010-08, Vol.114 (3), p.354-363

2010

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Efficient Monte Carlo Simulation of parameter sensitivity in probabilistic slope stability analysis

Computers and geotechnics, 2010-11, Vol.37 (7), p.1015-1022

2010

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Extracting Rare Failure Events in Composite System Reliability Evaluation Via Subset Simulation

IEEE transactions on power systems, 2015-03, Vol.30 (2), p.753-762

2015

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Bayesian Approach in the Modal Analysis of Electromechanical Oscillations

IEEE transactions on power systems, 2017-01, Vol.32 (1), p.316-325

2017

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Efficient Estimation of Probability of Conflict Between Air Traffic Using Subset Simulation

IEEE transactions on aerospace and electronic systems, 2019-12, Vol.55 (6), p.2719-2742

2019

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System reliability analysis of slope stability using generalized Subset Simulation

Applied Mathematical Modelling, 2017-06, Vol.46, p.650-664

2017

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Fast Bayesian FFT Method for Ambient Modal Identification with Separated Modes

Journal of engineering mechanics, 2011-03, Vol.137 (3), p.214-226

Au, Siu-Kui

2011

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Posterior uncertainty, asymptotic law and Cramér‐Rao bound

Structural control and health monitoring, 2018-03, Vol.25 (3), p.e2113-n/a

2018

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A limit formula and a series expansion for the bivariate Normal tail probability

Statistics and computing, 2024-10, Vol.34 (5), Article 152

Au, Siu-Kui

2024

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An expectation-maximization algorithm for Bayesian operational modal analysis with multiple (possibly close) modes

Mechanical systems and signal processing, 2019-10, Vol.132, p.490-511

2019

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Determination of site-specific soil-water characteristic curve from a limited number of test data – A Bayesian perspective

Di xue qian yuan., 2018-11, Vol.9 (6), p.1665-1677

2018

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Bayesian operational modal analysis of structures with tuned mass damper

Mechanical systems and signal processing, 2023-01, Vol.182, p.109511, Article 109511

2023

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Bayesian dynamic programming approach for tracking time-varying model properties in SHM

Mechanical systems and signal processing, 2023-02, Vol.185, p.109735, Article 109735

2023

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Identifying modal properties of trees with Bayesian inference

Agricultural and forest meteorology, 2022-04, Vol.316, p.108804, Article 108804

2022

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Assessing uncertainty in operational modal analysis incorporating multiple setups using a Bayesian approach

Structural control and health monitoring, 2015-03, Vol.22 (3), p.395-416

2015

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Uncertainty quantification in Bayesian operational modal analysis with multiple modes and multiple setups

Mechanical systems and signal processing, 2022-02, Vol.164, p.108205, Article 108205

2022

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Operational Modal Analysis: Modeling, Bayesian Inference, Uncertainty Laws

Engineering risk assessment with subset simulation

Fast Bayesian ambient modal identification in the frequency domain, Part I: Posterior most probable value

Fast Bayesian ambient modal identification in the frequency domain, Part II: Posterior uncertainty

A Gibbs sampling algorithm for structural modal identification under seismic excitation

Practical reliability analysis of slope stability by advanced Monte Carlo simulations in a spreadsheet

Markov chain Monte Carlo‐based Bayesian method for structural model updating and damage detection

Bayesian operational modal analysis: Theory, computation, practice

Three-dimensional slope reliability and risk assessment using auxiliary random finite element method

Bayesian approach for probabilistic characterization of sand friction angles

Efficient Monte Carlo Simulation of parameter sensitivity in probabilistic slope stability analysis

Extracting Rare Failure Events in Composite System Reliability Evaluation Via Subset Simulation

Bayesian Approach in the Modal Analysis of Electromechanical Oscillations

Efficient Estimation of Probability of Conflict Between Air Traffic Using Subset Simulation

System reliability analysis of slope stability using generalized Subset Simulation

Fast Bayesian FFT Method for Ambient Modal Identification with Separated Modes

Posterior uncertainty, asymptotic law and Cramér‐Rao bound

A limit formula and a series expansion for the bivariate Normal tail probability

An expectation-maximization algorithm for Bayesian operational modal analysis with multiple (possibly close) modes

Determination of site-specific soil-water characteristic curve from a limited number of test data – A Bayesian perspective

Bayesian operational modal analysis of structures with tuned mass damper

Bayesian dynamic programming approach for tracking time-varying model properties in SHM

Identifying modal properties of trees with Bayesian inference

Assessing uncertainty in operational modal analysis incorporating multiple setups using a Bayesian approach

Uncertainty quantification in Bayesian operational modal analysis with multiple modes and multiple setups

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