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Lye, Adolphus ORCID: 0000-0002-1803-8344, Cicirello, Alice and Patelli, Edoardo ORCID: 0000-0002-5007-7247
(2020)
Bayesian Model Updating of Reliability Parameters using Transitional Markov Chain Monte Carlo with Slice Sampling.
In: Proceedings of the 29th European Safety and Reliability Conference (ESREL), 2020-11-1 - 2020-11-5, Venice.
Lye, Adolphus ORCID: 0000-0002-1803-8344, Cicirello, Alice and Patelli, Edoardo ORCID: 0000-0002-5007-7247
(2022)
On-line Bayesian Inference for Structural Health Monitoring under Model Uncertainty using Sequential Ensemble Monte Carlo.
In: 13th International Conference on Structural Safety and Reliability, 2022-9-13 - 2022-9-17, Shanghai, China.
Lye, Adolphus ORCID: 0000-0002-1803-8344, Cicirello, Alice and Patelli, Edoardo ORCID: 0000-0002-5007-7247
(2022)
On-line Bayesian Model Updating and Model Selection of a Piece-wise model for the Creep-growth rate prediction of a Nuclear component.
In: 8th International Symposium on Reliability Engineering and Risk Management, 2022-9-4 - 2022-9-7, Hannover, Germany.
Lye, Adolphus ORCID: 0000-0002-1803-8344, Cicirello, Alice and Patelli, Edoardo ORCID: 0000-0002-5007-7247
(2019)
A Review of Stochastic Sampling Methods for Bayesian Inference Problems.
In: Proceedings of the 29th European Safety and Reliability Conference (ESREL), 2019-9-22 - 2019-9-26.
Lye Tee Siang, Adolphus ORCID: 0000-0002-1803-8344
(2023)
Robust and Efficient Probabilistic Approaches towards Parameter Identification and Model Updating.
Doctor of Philosophy thesis, University of Liverpool.
Lye, Adolphus ORCID: 0000-0002-1803-8344, Cicirello, Alice and Patelli, Edoardo ORCID: 0000-0002-5007-7247
(2021)
Sampling methods for solving Bayesian model updating problems: A tutorial.
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 159.
p. 107760.
Lye, Adolphus ORCID: 0000-0002-1803-8344, Marino, Luca, Cicirello, Alice and Patelli, Edoardo ORCID: 0000-0002-5007-7247
(2023)
Sequential Ensemble Monte Carlo Sampler for On-Line Bayesian Inference of Time-Varying Parameter in Engineering Applications.
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B: Mechanical Engineering, 9 (3).
pp. 1-13.
Lye, Adolphus ORCID: 0000-0002-1803-8344, Cicirello, Alice and Patelli, Edoardo ORCID: 0000-0002-5007-7247
(2022)
An efficient and robust sampler for Bayesian inference: Transitional Ensemble Markov Chain Monte Carlo.
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 167.
p. 108471.
Lye Tee Siang, Adolphus ORCID: 0000-0002-1803-8344, Cicirello, Alice and Patelli, Edoardo
(2023)
An investigation towards the Uncertainty Model calibration approaches for NASA-Langley UQ Challenge 2019.
Journal of Physics: Conference Series.