Siu‐Kui Au

14.0k total citations · 2 hit papers
181 papers, 10.8k citations indexed

About

Siu‐Kui Au is a scholar working on Civil and Structural Engineering, Statistics, Probability and Uncertainty and Safety, Risk, Reliability and Quality. According to data from OpenAlex, Siu‐Kui Au has authored 181 papers receiving a total of 10.8k indexed citations (citations by other indexed papers that have themselves been cited), including 141 papers in Civil and Structural Engineering, 82 papers in Statistics, Probability and Uncertainty and 35 papers in Safety, Risk, Reliability and Quality. Recurrent topics in Siu‐Kui Au's work include Structural Health Monitoring Techniques (96 papers), Probabilistic and Robust Engineering Design (81 papers) and Structural Engineering and Vibration Analysis (33 papers). Siu‐Kui Au is often cited by papers focused on Structural Health Monitoring Techniques (96 papers), Probabilistic and Robust Engineering Design (81 papers) and Structural Engineering and Vibration Analysis (33 papers). Siu‐Kui Au collaborates with scholars based in Hong Kong, United Kingdom and Singapore. Siu‐Kui Au's co-authors include James L. Beck, Yu Wang, Feng‐Liang Zhang, Zi-Jun Cao, Michael W. Vanik, Heung‐Fai Lam, Jianye Ching, Costas Papadimitriou, Zi-Jun Cao and Yan-Chun Ni and has published in prestigious journals such as IEEE Transactions on Power Systems, Computer Methods in Applied Mechanics and Engineering and Journal of Sound and Vibration.

In The Last Decade

Siu‐Kui Au

174 papers receiving 10.4k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Estimation of small failure probabilities in high dimensions by subset simulation

2001 1.8k citations Siu‐Kui Au, James L. Beck profile →
Bayesian Updating of Structural Models and Reliability using Markov Chain Monte Carlo Simulation

2002 653 citations James L. Beck, Siu‐Kui Au Journal of Engineering Mechanics profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Siu‐Kui Au Hong Kong	53	7.9k	5.5k	2.3k	1.7k	1.0k	181	10.8k
Armen Der Kiureghian United States	65	11.9k 1.5×	7.3k 1.3×	2.1k 0.9×	2.0k 1.2×	1.4k 1.4×	194	16.4k
James L. Beck United States	62	10.8k 1.4×	7.2k 1.3×	1.2k 0.5×	2.2k 1.3×	1.3k 1.3×	234	15.3k
Jie Li China	51	7.7k 1.0×	3.5k 0.6×	860 0.4×	1.9k 1.1×	1.3k 1.2×	495	11.3k
Dániel Straub Germany	42	3.3k 0.4×	3.1k 0.6×	1.4k 0.6×	949 0.6×	353 0.3×	231	6.1k
Bruno Sudret Switzerland	45	4.8k 0.6×	7.9k 1.4×	1.0k 0.4×	1.2k 0.7×	1.7k 1.7×	176	10.9k
Jianbing Chen China	41	4.0k 0.5×	3.6k 0.7×	562 0.2×	882 0.5×	1.2k 1.2×	247	7.1k
Pol D. Spanos United States	48	6.8k 0.9×	7.3k 1.3×	447 0.2×	1.3k 0.8×	2.2k 2.2×	248	12.7k
Jianye Ching Taiwan	46	5.1k 0.6×	1.6k 0.3×	3.6k 1.6×	692 0.4×	658 0.7×	210	6.7k
Ove Ditlevsen Denmark	25	3.1k 0.4×	3.6k 0.7×	861 0.4×	1.1k 0.6×	552 0.5×	116	5.8k
Kok‐Kwang Phoon Singapore	69	13.8k 1.7×	2.6k 0.5×	11.4k 4.9×	1.6k 0.9×	1.8k 1.8×	410	17.6k

Countries citing papers authored by Siu‐Kui Au

Since Specialization

Citations

This map shows the geographic impact of Siu‐Kui Au's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Siu‐Kui Au with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Siu‐Kui Au more than expected).

Fields of papers citing papers by Siu‐Kui Au

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Siu‐Kui Au. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Siu‐Kui Au. The network helps show where Siu‐Kui Au may publish in the future.

Co-authorship network of co-authors of Siu‐Kui Au

This figure shows the co-authorship network connecting the top 25 collaborators of Siu‐Kui Au. A scholar is included among the top collaborators of Siu‐Kui Au based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Siu‐Kui Au. Siu‐Kui Au is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Au, Siu‐Kui & Xin Zhou. (2025). Adaptive proposal length scale in Subset Simulation. Reliability Engineering & System Safety. 261. 111069–111069. 4 indexed citations

Au, Siu‐Kui. (2025). Optimality conditions for MCMC in rare event risk analysis. Reliability Engineering & System Safety. 265. 111539–111539.

Au, Siu‐Kui, et al.. (2025). Uncertainty quantification of modal properties of Rainbow Bridge from multiple-setup OMA data. Engineering Structures. 330. 119901–119901. 3 indexed citations

Au, Siu‐Kui, et al.. (2024). Tracking time-varying properties using quasi time-invariant models with Bayesian dynamic programming. Mechanical Systems and Signal Processing. 223. 111546–111546. 2 indexed citations

Au, Siu‐Kui. (2024). A limit formula and a series expansion for the bivariate Normal tail probability. Statistics and Computing. 34(5). 1 indexed citations

Ng, Ching‐Tai, et al.. (2023). Uncertainty laws of experimental modal analysis with known broadband input. Mechanical Systems and Signal Processing. 204. 110624–110624. 4 indexed citations

Yoshida, Ikumasa, et al.. (2023). Bayesian updating of model parameters using adaptive Gaussian process regression and particle filter. Structural Safety. 102. 102328–102328. 21 indexed citations

Gardner, Paul, et al.. (2020). On the development of a digital twin for the active vibration control of a three-storey structure. ePrints Soton (University of Southampton). 3 indexed citations

Seppänen, Janne, Siu‐Kui Au, Jukka Turunen, & Liisa Haarla. (2017). Bayesian approach in the modal analysis of electromechanical oscillations. 1–1. 1 indexed citations

10.

Li, Dianqing, Zhiyong Yang, Zi-Jun Cao, Siu‐Kui Au, & Kok‐Kwang Phoon. (2017). System reliability analysis of slope stability using generalized Subset Simulation. Applied Mathematical Modelling. 46. 650–664. 76 indexed citations

11.

Au, Siu‐Kui, et al.. (2016). Investigation of Operational Modal Identification of a Cable-Stayed Bridge Based on Bayesian Estimation Considering Stochastic Uncertainty. Journal of Japan Society of Civil Engineers Ser A2 (Applied Mechanics (AM)). 72(2). I_751–I_762.

12.

Au, Siu‐Kui & Feng‐Liang Zhang. (2015). Fundamental two-stage formulation for Bayesian system identification, Part I: General theory. Mechanical Systems and Signal Processing. 66-67. 31–42. 63 indexed citations

13.

Cheng, Yung‐Ming, Siu‐Kui Au, A. Pearson, & Na Li. (2013). An innovative Geonail system for soft ground stabilization. SOILS AND FOUNDATIONS. 53(2). 282–298. 15 indexed citations

14.

Wang, Shanyong, Dave Chan, K.C. Lam, & Siu‐Kui Au. (2013). A new laboratory apparatus for studying dynamic compaction grouting into granular soils. SOILS AND FOUNDATIONS. 53(3). 462–468. 29 indexed citations

15.

Wang, Yu, Siu‐Kui Au, & Fred H. Kulhawy. (2011). Expanded Reliability-Based Design Approach for Drilled Shafts. Journal of Geotechnical and Geoenvironmental Engineering. 137(2). 140–149. 77 indexed citations

16.

Wang, Yu, Siu‐Kui Au, & Qiang Fu. (2010). Seismic Risk Assessment and Mitigation of Water Supply Systems. Earthquake Spectra. 26(1). 257–274. 51 indexed citations

17.

Porter, Keith, et al.. (2004). Effect of Seismic Risk on Lifetime Property Value. Earthquake Spectra. 20(4). 1211–1237. 39 indexed citations

18.

Vanik, Michael W., James L. Beck, & Siu‐Kui Au. (2000). PROBABILISTIC APPROACH TO STRUCTURAL HEALTH MONITORING. Journal of Engineering Mechanics. 126(7). 2 indexed citations

19.

Beck, James L., Siu‐Kui Au, & Michael W. Vanik. (1999). A Bayesian probabilistic approach to structural health monitoring. 1119–1123 vol.2. 25 indexed citations

20.

Au, Siu‐Kui, Neil C. Mickleborough, & Paul N. Roschke. (1996). Dynamic Characteristics of Tsing Ma Suspension Bridge. Transportation Research Record Journal of the Transportation Research Board. 1541. 43–50. 1 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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