Sampling methods for solving Bayesian model updating problems: A tutorial A Lye, A Cicirello, E Patelli Mechanical Systems and Signal Processing 159, 107760, 2021 | 138 | 2021 |
An efficient and robust sampler for Bayesian inference: Transitional Ensemble Markov Chain Monte Carlo A Lye, A Cicirello, E Patelli Mechanical Systems and Signal Processing 167, 108471, 2022 | 46 | 2022 |
Robust optimization of a dynamic Black-box system under severe uncertainty: A distribution-free framework A Lye, M Kitahara, M Broggi, E Patelli Mechanical Systems and Signal Processing 167, 108522, 2022 | 19 | 2022 |
A review of stochastic sampling methods for Bayesian inference problems A Lye, A Cicirello, E Patelli Proceedings of the 29th European Safety and Reliability Conference, ESREL …, 2019 | 12 | 2019 |
Data-driven Bayesian inference for stochastic model identification of nonlinear aeroelastic systems M McGurk, A Lye, L Renson, J Yuan AIAA Journal, 2024 | 10 | 2024 |
Sequential Ensemble Monte Carlo Sampler for On-Line Bayesian Inference of Time-Varying Parameter In Engineering Applications A Lye, L Marino, A Cicirello, E Patelli ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B …, 2023 | 8 | 2023 |
Bayesian Model Updating of Reliability Parameters using Transitional Markov Chain Monte Carlo with Slice Sampling A Lye, A Cicirello, E Patelli Proceedings of the 30th European Safety and Reliability Conference and 15th …, 2020 | 8 | 2020 |
Robust and efficient probabilistic approaches towards parameter identification and model updating A Lye PQDT-Global, 2023 | 6 | 2023 |
On-line Bayesian Inference for Structural Health Monitoring under Model Uncertainty using Sequential Ensemble Monte Carlo A Lye, A Cicirello, E Patelli Proceedings of the 13th International Conference on Structural Safety and …, 2022 | 6 | 2022 |
Probabilistic Artificial Intelligence Prediction of Material Properties for Nuclear Reactor Designs A Lye, N Prinja, E Patelli Proceedings of the 32nd European Safety and Reliability Conference, 2874 - 2881, 2022 | 4 | 2022 |
Comparison between Distance Functions for Approximate Bayesian Computation to Perform Stochastic Model Updating and Model Validation under Limited Data A Lye, S Ferson, S Xiao ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A …, 2024 | 3 | 2024 |
Conversion of Fault Tree into credal network for probabilistic safety assessment of a nuclear power plant AT Lye, EL Hector, E Patelli Proceedings of the 3rd International Conference on Nuclear Power Plants …, 2019 | 3 | 2019 |
Robust Probability Bounds Analysis for Failure Analysis under Lack of Data and Model Uncertainty A Lye, A Gray, M de Angelis, S Ferson Proceedings of the 5th International Conference on Uncertainty …, 2023 | 2 | 2023 |
On-line Bayesian Model Updating and Model Selection of a Piece-wise model for the Creep-growth rate prediction of a Nuclear component A Lye, A Cicirello, E Patelli Proceedings of the 8th International Symposium on Reliability Engineering …, 2022 | 2 | 2022 |
Uncertainty quantification of optimal threshold failure probability for predictive maintenance using confidence structures A Lye, A Cicirello, E Patelli Proceedings of the 3rd International Conference on Uncertainty …, 2019 | 2 | 2019 |
Distribution-free stochastic model updating for the Physics-guided reliability analysis of a material thermal property under limited data A Lye, S Ferson, S Xiao Proceedings of the 17th International Conference on Probabilistic Safety …, 2024 | 1 | 2024 |
An investigation into an alternative transition criterion of the Transitional Markov Chain Monte Carlo method for Bayesian model updating A Lye, L Marino Proceedings of the 33rd European Safety and Reliability Conference, 2023 | 1 | 2023 |
Identification of Time-varying Parameters using Variational Bayes-Sequential Ensemble Monte Carlo Sampler A Lye, A Gray, E Patelli Proceedings of the 31st European Safety and Reliability Conference, 2021 | 1 | 2021 |
Advances in the Reliability Analysis of Coherent Systems under Limited Data with Confidence Boxes A Lye, W Vechgama, M Sallak, S Destercke, S Ferson, S Xiao ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A …, 2025 | | 2025 |
An Overview of Probabilistic Safety Assessment for Nuclear Safety: What Has Been Done, and Where Do We Go from Here? A Lye, J Chang, S Xiao, KY Chung Journal of Nuclear Engineering 5 (4), 456-485, 2024 | | 2024 |