Projects per year
Personal profile
Biography
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Projects
- 4 Finished
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Digital twins for improved dynamic design
Elliott, S. S. (CoPI), Neild, S. A. S. A. (CoPI), Langley, R. S. R. S. (CoPI), Clarkson, J. J. (CoPI), Friswell, M. I. M. I. (CoPI), Wagg, D. J. (PI), Worden, K. K. (CoPI) & Ivan Au (CoPI)
Engineering and Physical Sciences Research Council
2/1/18 → 1/31/23
Project: Research project
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Smart structure system for damage diagnosis of long span roof trusses
Lam, H. F. (PI) & Ivan Au (CoPI)
1/1/17 → 12/31/20
Project: Research project
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Quantification of the uncertainty in forecasts using structural health monitoring data: A Bayesian approach
Ni, Y. Q. (PI), Ivan Au (CoPI) & Worden, K. K. (CoPI)
1/1/17 → 6/30/21
Project: Research project
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Uncertainty Quantification and Management in Ambient Modal Identification
Mottershead, J. E. (PI) & Ivan Au (CoPI)
Engineering and Physical Sciences Research Council
5/1/16 → 10/5/19
Project: Research project
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Bayesian synchronisation of multi-channel ambient vibration signals
Zhu, Z., Au, S. K. & Brownjohn, J., Jan 2026, In: Reliability Engineering and System Safety. 265, 111574.Research output: Contribution to journal › Article › peer-review
Open Access -
Optimality conditions for MCMC in rare event risk analysis
Au, S. K., Jan 2026, In: Reliability Engineering and System Safety. 265, 111539.Research output: Contribution to journal › Article › peer-review
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Adaptive proposal length scale in Subset Simulation
Au, S. K. & Zhou, X., Sept 2025, In: Reliability Engineering and System Safety. 261, 111069.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus) -
A limit formula and recursive algorithm for multivariate Normal tail probability
Au, S. K., Feb 2025, In: Statistics and Computing. 35, 1, 20.Research output: Contribution to journal › Article › peer-review
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Marginalising posterior covariance matrix with application to Bayesian operational modal analysis
Au, S. K., Jan 1 2025, In: Mechanical Systems and Signal Processing. 224, 112051.Research output: Contribution to journal › Article › peer-review
Press/Media
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New Information Technology Findings from Nanyang Technological University Outlined (Tracking Time-varying Properties Using Quasi Time-invariant Models With Bayesian Dynamic Programming)
1/20/25
1 item of Media coverage
Press/Media: Research
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Findings on Statistics and Computing Detailed by Investigators at Nanyang Technological University (A Limit Formula and a Series Expansion for the Bivariate Normal Tail Probability)
10/7/24
1 item of Media coverage
Press/Media: Research