S. Au

发表

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

J. Beck, S. Au, 2002 .

Probabilistic Failure Analysis by Importance Sampling Markov Chain Simulation

Siu-Kui Au, S. Au, 2004 .

First excursion probabilities for linear systems by very efficient importance sampling

J. Beck, S. Au, 2001 .

Important sampling in high dimensions

J. Beck, S. Au, 2003 .

Entropy-Based Optimal Sensor Location for Structural Model Updating

J. Beck, C. Papadimitriou, S. Au, 2000 .

Auxiliary Random Finite Element Method for Risk Assessment of 3-D Slope

Zi-Jun Cao, Te Xiao, Siu-Kui Au, 2017 .

A new adaptive importance sampling scheme for reliability calculations

J. Beck, S. Au, 1999 .

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

S. Au, 2012 .

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

S. Au, 2012 .

Fast Bayesian FFT Method for Ambient Modal Identification with Separated Modes

Siu-Kui Au, S. Au, 2011 .

Reliability of uncertain dynamical systems with multiple design points

Costas Papadimitriou, James L. Beck, Siu-Kui Au, 1999 .

Treatment of Multiple Design Points in Reliability Methods

Costas Papadimitriou, James L. Beck, Siu-Kui Au, 1998 .

Reliability Estimation for Dynamical Systems Subject to Stochastic Excitation using Subset Simulation with Splitting

James L. Beck, Jianye Ching, Siu-Kui Au, 2005 .

Entropy-based optimal sensor location for structural damage detection

Costas Papadimitriou, James L. Beck, Siu-Kui Au, 1998, Smart Structures.

A Performance-Based Optimal Design Methodology Incorporating Multiple Criteria

Costas Papadimitriou, Siu-Kui Au, James L. Beck, 2000 .

Bayesian parameter identification of hysteretic behavior of composite walls

Siu-Kui Au, S. Au, Pei Liu, 2013 .

On MCMC algorithm for Subset Simulation

Siu-Kui Au, S. Au, 2016 .

Importance sampling for elasto-plastic systems using adapted process with deterministic control

Siu-Kui Au, S. Au, 2009 .

A Bayesian probabilistic approach to structural health monitoring

James L. Beck, Siu-Kui Au, M. W. Vanik, 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).

PROBABILISTIC APPROACH TO STRUCTURAL HEALTH MONITORING

M. W. Vanik, J. Beck, S. Au, 2000 .

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

J. Beck, S. Au, L. Katafygiotis, 2011, 1110.3390.

Estimation of Small Failure Probabilities in High Dimensions by Subset Simulation

J. Beck, S. Au, 2001 .

Reliability analysis of a benchmark problem for slope stability

Yu Wang, S. Au, Z. Cao, 2009 .

Uncertainty Quanitification in Estimating Critical Spacecraft Component Temperatures

S. Au, G. Tsuyuki, D. Thunnissen, 2006 .

Stochastic control approach to reliability of elasto-plastic structures

S. Au, 2009 .

A coupled particle swarm and harmony search optimization algorithm for difficult geotechnical problems

L. Li, S. K. Au, Y. J. Sun, 2012 .

Multi-Objective Optimization under Uncertainty of Satellite Systems via Simulated Annealing

Siu-Kui Au, Daniel P. Thunnissen, Michael Magnin, 2008 .

Extracting rare failure events in composite system reliability evaluation via subset simulation

Wenyuan Li, Siu-Kui Au, Zhaohong Bie, 2015, 2015 IEEE Power & Energy Society General Meeting.

Application of subset simulation methods to reliability benchmark problems

Siu-Kui Au, James L. Beck, Jianye Ching, 2007 .

Hybrid Subset Simulation method for reliability estimation of dynamical systems subject to stochastic excitation

James L. Beck, Jianye Ching, Siu-Kui Au, 2005 .

Reliability-based design sensitivity by efficient simulation

Siu-Kui Au, S. Au, 2005 .

Robustness of Subset Simulation to Functional Forms of Limit State Functions in System Reliability Analysis: Revisiting and Improvement

Dian-Qing Li, Zi-Jun Cao, Siu-Kui Au, 2018, IEEE Transactions on Reliability.

System reliability analysis of slope stability using generalized Subset Simulation

Siu-Kui Au, Dian-Qing Li, Kok-Kwang Phoon, 2017 .

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

Siu-Kui Au, Dian-Qing Li, Kok-Kwang Phoon, 2016 .

Rare event simulation in finite-infinite dimensional space

Edoardo Patelli, Siu-Kui Au, E. Patelli, 2016, Reliab. Eng. Syst. Saf..

1 On MCMC algorithm for Subset Simulation 1 2

S. Au, 2016 .

Bayesian updating and model class selection with Subset Simulation

F. A. DiazDelaO, S. K. Au, A. Garbuno-Inigo, 2015, 1510.06989.

Efficient Monte Carlo algorithm for rare failure event simulation

Edoardo Patelli, Siu-Kui Au, E. Patelli, 2015 .

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

Wenyuan Li, Siu-Kui Au, Zhaohong Bie, 2015, IEEE Transactions on Power Systems.

5. Subset Simulation

Siu-Kui Au, Yu Wang, S. Au, 2014 .

Discussion of paper by F. Miao and M. Ghosn “Modified subset simulation method for reliability analysis of structural systems”, Structural Safety, 33:251–260, 2011

Siu-Kui Au, Lambros S. Katafygiotis, James L. Beck, 2012 .

Analyzing the Sensitivity of WRF's Single-Layer Urban Canopy Model to Parameter Uncertainty Using Advanced Monte Carlo Simulation

J. Smith, S. Au, Zhi-hua Wang, 2011 .

Effect of spatial variability on reliability evaluation of an earth slope

Siu-Kui Au, Yu Wang, Z Cao, 2011 .

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

Yu WangY. Wang, Zijun CaoZ. Cao, Siu-Kui AuS.-K. Au, 2011 .

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

Yu Wang, Siu-Kui Au, Zi-Jun Cao, 2010 .

Implementing advanced Monte Carlo simulation under spreadsheet environment

Yu Wang, Siu-Kui Au, Zi-Jun Cao, 2010 .

Reliability analysis of slope stability by advanced simulation with spreadsheet

S. K. Au, Y. Wang Z.J. Cao, S. Au, 2009 .

Compartment fire risk analysis by advanced Monte Carlo simulation

Siu-Kui Au, Siu Ming Lo, Zhi-Hua Wang, 2007 .

Uncertainty Quantification in Conceptual Design via an Advanced Monte Carlo Method

Siu-Kui Au, Daniel P. Thunnissen, Edward R. Swenka, 2007, J. Aerosp. Comput. Inf. Commun..

Uncertainty Quantification in Estimating Critical Spacecraft Component Temperatures

Siu-Kui Au, Glenn T. Tsuyuki, Daniel P. Thunnissen, 2007 .

Augmenting approximate solutions for consistent reliability analysis

Siu-Kui Au, S. Au, 2007 .

UNCERTAINTY PROPAGATION IN COMPLEX ENGINEERING SYSTEMS BY ADVANCED MONTE CARLO METHODS

Siu-Kui Au, D. P. Thunnissen, S. Au, 2007 .

Structural damage detection and assessment by adaptive Markov chain Monte Carlo simulation

James L. Beck, Ka-Veng Yuen, Siu-Kui Au, 2004 .

SUBSET SIMULATION AND ITS APPLICATION TO SEISMIC RISK BASED ON DYNAMIC ANALYSIS

James L. Beck, Siu-Kui Au, J. Beck, 2003 .

Probabilistic failure analysis by simulation

Siu-Kui Au, S. Au, 2003 .

Application of Subset Simulation to Seismic Risk Analysis

James L. Beck, Siu-Kui Au, J. Beck, 2002 .

Effect of Seismic Risk on Lifetime Property Value

Siu-Kui Au, James L. Beck, Keith Porter, 2004 .

Two-Stage Structural Health Monitoring Approach for Phase I Benchmark Studies

James L. Beck, Ka-Veng Yuen, Siu-Kui Au, 2004 .

Monitoring Structural Health Using a Probabilistic Measure

James L. Beck, Siu-Kui Au, M. W. Vanik, 2001 .

Bayesian Probabilistic Approach to Structural Health Monitoring

M. W. Vanik, J. Beck, S. Au, 1998 .

Vulnerability, Uncertainty, and Risk

Jim W. Hall, Michael Beer, Siu-Kui Au, 2014 .

A Bayesian probabilistic approach to structural health monitoring

James L. Beck, Siu-Kui Au, M. W. Vanik, 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).

On the Solution of First Excursion Problems by Simulation with Applications to Probabilistic Seismic Performance Assessment

Siu-Kui Au, S. Au, 2001 .

Connecting Bayesian and frequentist quantification of parameter uncertainty in system identification

Siu-Kui Au, S. Au, 2012 .

Expanded Reliability-Based Design Approach for Drilled Shafts

Fred H. Kulhawy, Yu Wang, Siu-Kui Au, 2011 .

Seismic Risk Assessment and Mitigation of Water Supply Systems

Qiang Fu, Siu-Kui Au, Yu Wang, 2010 .

Factors Affecting Long-Term Efficiency of Compensation Grouting in Clays

Kenichi Soga, Malcolm D. Bolton, S. K. A. Au, 2003 .

Bayesian operational modal analysis: Theory, computation, practice

Siu-Kui Au, Feng-Liang Zhang, Yan-Chun Ni, 2013 .

Bayesian updating of model parameters using adaptive Gaussian process regression and particle filter

I. Yoshida, S. Au, Tomoka Nakamura, 2023, Structural Safety.

Reliability sensitivity analysis of geotechnical monitoring variables using Bayesian updating

Dian-Qing Li, Zi-Jun Cao, Siu-Kui Au, 2018, Engineering Geology.

Engineering Risk Assessment with Subset Simulation

Siu-Kui Au, Yu Wang, S. Au, 2014 .

Bayesian approach for probabilistic characterization of sand friction angles

Yu Wang, Zi-Jun Cao, Siu-Kui Au, 2010 .

Simulation of Standard Random Variable and Process

S. Au, Yu Wang, 2014 .

Full-Scale Validation of Dynamic Wind Load on a Super-Tall Building under Strong Wind

Siu-Kui Au, Ping To, S. Au, 2012 .

Field observations on modal properties of two tall buildings under strong wind

Siu-Kui Au, Feng-Liang Zhang, Ping To, 2012 .

Field measurement and wind tunnel experimental investigation of a supertall building with closely spaced modes under typhoon Mangkhut

S. Au, Jiyang Fu, Yuncheng He, 2022, Journal of Wind Engineering and Industrial Aerodynamics.

Critical excitation of sdof elasto-plastic systems

Siu-Kui Au, S. Au, 2006 .

Application of saddlepoint approximation in reliability analysis of dynamic systems

Ka-Veng Yuen, Siu-Kui Au, Jia Wang, 2007 .

Reliability Analysis of Single-Degree-of-Freedom Elastoplastic Systems. I: Critical Excitations

Siu-Kui Au, Heung-Fai Lam, Ching-Tai Ng, 2007 .

Encyclopedia of earthquake engineering

Siu-Kui Au, Edoardo Patelli, Michael Beer, 2015 .

Modulation of stochastic diffusion by wave motion

Adrian Wing-Keung Law, Siu-Kui Au, S. Au, 2011 .

Stochastic diffusion by progressive waves in turbulence

S. Au, Jie Song, A. Law, 2010 .

EFFECTS OF STRUCTURAL UNCERTAINTIES ON TMD DESIGN: A RELIABILITY-BASED APPROACH

Costas Papadimitriou, Lambros S. Katafygiotis, Siu-Kui Au, 1997 .

Dynamic Characteristics of Tsing Ma Suspension Bridge

Siu-Kui Au, Paul N. Roschke, Neil C. Mickleborough, 1996 .

Heat transfer analysis using a Green’s function approach for uniformly insulated steel members subjected to fire

Siu-Kui Au, Kang Hai Tan, Zhi-Hua Wang, 2005 .

Fast Bayesian Ambient Modal Identification Incorporating Multiple Setups

Siu-Kui Au, Feng-Liang Zhang, S. Au, 2012 .

On assessing the posterior mode shape uncertainty in ambient modal identification

Siu-Kui Au, Feng-Liang Zhang, S. Au, 2011 .

Lecture Notes on Stochastic System Analysis

Siu-Kui Au, S. Au, 2005 .