Siu‐Kui Au

Research interests

Publications

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

  Engineering Structures · 2015 · https://doi.org/10.1016/j.engstruct.2015.08.005

• Encyclopedia of Earthquake Engineering

  Journal · 2015 · https://doi.org/10.1007/978-3-642-35344-4

• Engineering Risk Assessment with Subset Simulation

  Journal · 2014 · https://doi.org/10.1002/9781118398050

• Bayesian operational modal analysis: Theory, computation, practice

  Computers & Structures · 2013 · https://doi.org/10.1016/j.compstruc.2012.12.015

• Fast Bayesian FFT Method for Ambient Modal Identification with Separated Modes

  Journal of Engineering Mechanics · 2011 · https://doi.org/10.1061/(asce)em.1943-7889.0000213

• Bayesian post-processor and other enhancements of Subset Simulation for estimating failure probabilities in high dimensions

  Computers & Structures · 2011 · https://doi.org/10.1016/j.compstruc.2011.10.017

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

  Mechanical Systems and Signal Processing · 2011 · https://doi.org/10.1016/j.ymssp.2011.06.017

• Bayesian approach for probabilistic characterization of sand friction angles

  Engineering Geology · 2010 · https://doi.org/10.1016/j.enggeo.2010.05.013

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

  Computers and Geotechnics · 2010 · https://doi.org/10.1016/j.compgeo.2010.08.010

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

  Canadian Geotechnical Journal · 2010 · https://doi.org/10.1139/t10-044

• Application of subset simulation methods to reliability benchmark problems

  Structural Safety · 2006 · https://doi.org/10.1016/j.strusafe.2006.07.008

• Reliability-based design sensitivity by efficient simulation

  Computers & Structures · 2005 · https://doi.org/10.1016/j.compstruc.2004.11.015

• Subset Simulation and its Application to Seismic Risk Based on Dynamic Analysis

  Journal of Engineering Mechanics · 2003 · https://doi.org/10.1061/(asce)0733-9399(2003)129:8(901)

• Important sampling in high dimensions

  Structural Safety · 2002 · https://doi.org/10.1016/s0167-4730(02)00047-4

• Bayesian Updating of Structural Models and Reliability using Markov Chain Monte Carlo Simulation

  Journal of Engineering Mechanics · 2002 · https://doi.org/10.1061/(asce)0733-9399(2002)128:4(380)

• First excursion probabilities for linear systems by very efficient importance sampling

  Probabilistic Engineering Mechanics · 2001 · https://doi.org/10.1016/s0266-8920(01)00002-9

• Estimation of small failure probabilities in high dimensions by subset simulation

  Probabilistic Engineering Mechanics · 2001 · https://doi.org/10.1016/s0266-8920(01)00019-4

• Entropy-Based Optimal Sensor Location for Structural Model Updating

  Journal of Vibration and Control · 2000 · https://doi.org/10.1177/107754630000600508

• Bayesian Probabilistic Approach to Structural Health Monitoring

  Journal of Engineering Mechanics · 2000 · https://doi.org/10.1061/(asce)0733-9399(2000)126:7(738)

• A new adaptive importance sampling scheme for reliability calculations

  Structural Safety · 1999 · https://doi.org/10.1016/s0167-4730(99)00014-4

Current projects

No projects listed.