2026 Siu-Kui Au: Engineering and Technology Researcher – H-Index, Publications & Awards

D-Index & Metrics

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Engineering and Technology	61	2007	1916	29	29	443	16744

Discipline name

D-Index

World Ranking

Current World Ranking

National Ranking

Current National Ranking

Publications

Citations

Engineering and Technology

2007

1916

443

16744

Engineering and Technology

D-Index

Citations

16744

World Ranking

2007

National Ranking

Overview

Siu-Kui Au is affiliated with Nanyang Technological University in Singapore. Their research spans multiple disciplines, focusing on engineering and applied sciences.

The scientist's recent publications include:

Understanding and managing identification uncertainty of close modes in operational modal analysis, 2020, Mechanical Systems and Signal Processing
Bayesian operational modal analysis with multiple setups and multiple (possibly close) modes, 2020, Mechanical Systems and Signal Processing
Bayesian updating of model parameters using adaptive Gaussian process regression and particle filter, 2023, Structural Safety
Uncertainty quantification in Bayesian operational modal analysis with multiple modes and multiple setups, 2021, Mechanical Systems and Signal Processing
Two-stage Bayesian system identification using Gaussian discrepancy model, 2020, Structural Health Monitoring

Frequent co-authors collaborating with Siu-Kui Au include:

Binbin Li
James Brownjohn
Feng-Liang Zhang
Yan-Chun Ni
Alison Raby

The scientist's work is often published in the following venues:

Harvard Dataverse
Mechanical Systems and Signal Processing
Reliability Engineering & System Safety
Structural Health Monitoring
Journal of Civil Structural Health Monitoring

Key subfields of study covered by Siu-Kui Au's research include:

Civil and Structural Engineering
Control and Systems Engineering
Mechanical Engineering
Statistics, Probability and Uncertainty
Geology

Main topics addressed in their research encompass:

Fault Detection and Control Systems
Structural Health Monitoring Techniques
Infrastructure Maintenance and Monitoring
Structural Engineering and Vibration Analysis
Railway Engineering and Dynamics
Probabilistic and Robust Engineering Design
3D Surveying and Cultural Heritage

Best Publications

Estimation of Small Failure Probabilities in High Dimensions by Subset Simulation

Siu-Kui Au;James L. Beck

2825
Citations
Bayesian Updating of Structural Models and Reliability using Markov Chain Monte Carlo Simulation

James L. Beck;Siu-Kui Au

1054
Citations
A new adaptive importance sampling scheme for reliability calculations

S.K. Au;J.L. Beck

751
Citations
Bayesian Probabilistic Approach to Structural Health Monitoring

M. W. Vanik;M. W. Vanik;J. L. Beck;J. L. Beck;S. K. Au;S. K. Au

622
Citations
SUBSET SIMULATION AND ITS APPLICATION TO SEISMIC RISK BASED ON DYNAMIC ANALYSIS

S. K. Au;J. L. Beck

497
Citations
Entropy-Based Optimal Sensor Location for Structural Model Updating

Costas Papadimitriou;James L. Beck;Siu-Kui Au

439
Citations
Important sampling in high dimensions

S.K. Au;J.L. Beck

415
Citations
Reliability-based design sensitivity by efficient simulation

S. K. Au

403
Citations
Engineering Risk Assessment with Subset Simulation

Siu-Kui Au;Yu Wang

369
Citations
First excursion probabilities for linear systems by very efficient importance sampling

S.K. Au;J.L. Beck

361
Citations
Application of subset simulation methods to reliability benchmark problems

S.K. Au;J. Ching;J.L. Beck

334
Citations
Practical reliability analysis of slope stability by advanced Monte Carlo simulations in a spreadsheet

Unknown

330
Citations
Fast Bayesian FFT Method for Ambient Modal Identification with Separated Modes

Siu-Kui Au

289
Citations
Bayesian post-processor and other enhancements of Subset Simulation for estimating failure probabilities in high dimensions

Konstantin M. Zuev;James L. Beck;Siu-Kui Au;Lambros S. Katafygiotis

275
Citations
Encyclopedia of Earthquake Engineering

Unknown

261
Citations
Bayesian operational modal analysis: Theory, computation, practice

Siu-Kui Au;Feng-Liang Zhang;Yan-Chun Ni

241
Citations
Efficient Monte Carlo Simulation of parameter sensitivity in probabilistic slope stability analysis

Yu Wang;Zijun Cao;Siu Kui Au

237
Citations
Fast Bayesian ambient modal identification in the frequency domain, Part I: Posterior most probable value

Siu-Kui Au

218
Citations
Bayesian approach for probabilistic characterization of sand friction angles

Yu Wang;Siu Kui Au;Zijun Cao

206
Citations
Fast Bayesian ambient modal identification in the frequency domain, Part II: Posterior uncertainty

Siu-Kui Au

187
Citations
Reliability Estimation for Dynamical Systems Subject to Stochastic Excitation using Subset Simulation with Splitting

Jianye Ching;Siu-Kui Au;James L. Beck

175
Citations
MONITORING STRUCTURAL HEALTH USING A PROBABILISTIC MEASURE

James L. Beck;Siu-Kui Au;Michael W. Vanik

173
Citations