Siu-Kui Au

Siu-Kui Au

Nanyang Technological University

H-index: 58

Asia-Singapore

About Siu-Kui Au

Siu-Kui Au, With an exceptional h-index of 58 and a recent h-index of 40 (since 2020), a distinguished researcher at Nanyang Technological University, specializes in the field of System identification, Bayesian methods, vibration testing, reliability analysis, Monte Carlo methods.

His recent articles reflect a diverse array of research interests and contributions to the field:

Bayesian two-stage structural identification with equivalent formulation and EM algorithm

Counter-checking uncertainty calculations in Bayesian operational modal analysis with EM techniques

Bayesian operational modal analysis of structures with tuned mass damper

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

Accelerating convergence in Bayesian operational modal analysis with Fisher information matrix

Treatment and effect of noise modelling in Bayesian operational modal analysis

Accelerating computations in two-stage Bayesian system identification with Fisher information matrix and eigenvalue sensitivity

Uncertainty laws of experimental modal analysis with known broadband input

Siu-Kui Au Information

University

Position

___

Citations(all)

14887

Citations(since 2020)

7006

Cited By

10604

hIndex(all)

58

hIndex(since 2020)

40

i10Index(all)

121

i10Index(since 2020)

98

Email

University Profile Page

Nanyang Technological University

Google Scholar

View Google Scholar Profile

Siu-Kui Au Skills & Research Interests

System identification

Bayesian methods

vibration testing

reliability analysis

Monte Carlo methods

Top articles of Siu-Kui Au

Title

Journal

Author(s)

Publication Date

Bayesian two-stage structural identification with equivalent formulation and EM algorithm

Mechanical Systems and Signal Processing

Jia-Xin Zhu

Siu-Kui Au

2024/3/1

Counter-checking uncertainty calculations in Bayesian operational modal analysis with EM techniques

Probabilistic Engineering Mechanics

Xinda Ma

Siu-Kui Au

2024/1/1

Bayesian operational modal analysis of structures with tuned mass damper

Mechanical systems and signal processing

Xinrui Wang

Zuo Zhu

Siu-Kui Au

2023/1/1

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

Structural Safety

Ikumasa Yoshida

Tomoka Nakamura

Siu-Kui Au

2023/5/1

Accelerating convergence in Bayesian operational modal analysis with Fisher information matrix

Mechanical Systems and Signal Processing

Zuo Zhu

Siu-Kui Au

Binbin Li

2023/3/1

Treatment and effect of noise modelling in Bayesian operational modal analysis

Mechanical Systems and Signal Processing

Xinda Ma

Zuo Zhu

Siu-Kui Au

2023/3/1

Accelerating computations in two-stage Bayesian system identification with Fisher information matrix and eigenvalue sensitivity

Mechanical Systems and Signal Processing

Jia-Xin Zhu

Zuo Zhu

Siu-Kui Au

2023/3/1

Uncertainty laws of experimental modal analysis with known broadband input

Mechanical Systems and Signal Processing

Ching-Tai Ng

Peixiang Wang

Siu-Kui Au

Binbin Li

2023/12/1

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

Mechanical Systems and Signal Processing

Yanping Yang

Zuo Zhu

Siu-Kui Au

2023/2/15

Applying Bayesian Approach in Real-Time Monitoring of Converter-Driven Oscillation

Hock-Lim Cheng

Janne Seppänen

Matti Lehtonen

Siu-Kui Au

2023/10/23

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

Mechanical Systems and Signal Processing

Zuo Zhu

Siu-Kui Au

2022/2/1

Measuring configuration of multi-setup ambient vibration test

Mechanical Systems and Signal Processing

Binbin Li

Yan-Long Xie

Siu-Kui Au

2022/8/1

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

Journal of Wind Engineering and Industrial Aerodynamics

Haoran Pan

Siu-Kui Au

Jiyang Fu

An Xu

Yuncheng He

2022/7/1

Fast computation of uncertainty lower bounds for state-space model-based operational modal analysis

Mechanical Systems and Signal Processing

Yuanfeng Shi

Binbin Li

Siu-Kui Au

2022/4/15

Identifying modal properties of trees with Bayesian inference

Agricultural and Forest Meteorology

Daniel C Burcham

Siu-Kui Au

2022/4/1

Achievable precision of close modes in operational modal analysis: Wide band theory

Mechanical Systems and Signal Processing

Siu-Kui Au

Binbin Li

James MW Brownjohn

2021/1/15

Ambient vibration testing and operational modal analysis of monopole telecoms structures

Journal of Civil Structural Health Monitoring

Jose Alfonso Jimenez Capilla

Siu-Kui Au

James Mark William Brownjohn

Emma Hudson

2021/9

Asymptotic identification uncertainty of well-separated modes in operational modal analysis with multiple setups

Mechanical Systems and Signal Processing

Yan-Long Xie

Siu-Kui Au

Binbin Li

2021/5/1

Bayesian operational modal analysis with multiple setups and multiple (possibly close) modes

Mechanical Systems and Signal Processing

Zuo Zhu

Siu-Kui Au

Binbin Li

Yan-Long Xie

2021/3/1

Two-stage Bayesian system identification using Gaussian discrepancy model

Structural Health Monitoring

Feng-Liang Zhang

Siu-Kui Au

Yan-Chun Ni

2021/3

See List of Professors in Siu-Kui Au University(Nanyang Technological University)

Co-Authors

H-index: 78
James L. Beck

James L. Beck

California Institute of Technology

H-index: 77
Kok-Kwang Phoon

Kok-Kwang Phoon

Singapore University of Technology and Design

H-index: 56
Dian-Qing Li

Dian-Qing Li

Wuhan University

H-index: 53
Jianye Ching

Jianye Ching

National Taiwan University

H-index: 52
Yu Wang

Yu Wang

City University of Hong Kong

H-index: 43
Zi-Jun Cao

Zi-Jun Cao

Wuhan University

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