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Number of items: 23.


Faes, Matthias GR, Valdebenito, Marcos A, Yuan, Xiukai, Wei, Pengfei and Beer, Michael ORCID: 0000-0002-0611-0345
(2021) Augmented reliability analysis for estimating imprecise first excursion probabilities in stochastic linear dynamics. ADVANCES IN ENGINEERING SOFTWARE, 155. p. 102993.


Yang, Lechang, Bi, Sifeng, Faes, Matthias GR, Broggi, Matteo and Beer, Michael ORCID: 0000-0002-0611-0345
(2022) Bayesian inversion for imprecise probabilistic models using a novel entropy-based uncertainty quantification metric. Mechanical Systems and Signal Processing, 162. p. 107954.


Dang, Chao, Wei, Pengfei, Faes, Matthias GR and Beer, Michael ORCID: 0000-0002-0611-0345
(2022) Bayesian probabilistic propagation of hybrid uncertainties: Estimation of response expectation function, its variable importance and bounds. COMPUTERS & STRUCTURES, 270. p. 106860.


Faes, Matthias GR, Valdebenito, Marcos A, Moens, David and Beer, Michael ORCID: 0000-0002-0611-0345
(2020) Bounding the first excursion probability of linear structures subjected to imprecise stochastic loading. Computers & Structures, 239. p. 106320.


Hong, Fangqi, Wei, Pengfei, Song, Jingwen, Valdebenito, Marcos A, Faes, Matthias GR and Beer, Michael ORCID: 0000-0002-0611-0345
(2023) Collaborative and Adaptive Bayesian Optimization for bounding variances and probabilities under hybrid uncertainties. Computer Methods in Applied Mechanics and Engineering, 417. p. 116410.


Hong, Fangqi, Wei, Pengfei, Song, Jingwen, Faes, Matthias GR, Valdebenito, Marcos A and Beer, Michael ORCID: 0000-0002-0611-0345
(2023) Combining data and physical models for probabilistic analysis: A Bayesian Augmented Space Learning perspective. PROBABILISTIC ENGINEERING MECHANICS, 73. p. 103474.


Yuan, Xiukai, Liu, Shaolong, Valdebenito, Marcos A, Faes, Matthias GR, Jerez, Danko J, Jensen, Hector A and Beer, Michael ORCID: 0000-0002-0611-0345
(2021) Decoupled reliability-based optimization using Markov chain Monte Carlo in augmented space. ADVANCES IN ENGINEERING SOFTWARE, 157. p. 103020.


Faes, Matthias GR, Broggi, Matteo, Chen, Guan, Phoon, Kok-Kwang and Beer, Michael ORCID: 0000-0002-0611-0345
(2022) Distribution-free P-box processes based on translation theory: Definition and simulation. Probabilistic Engineering Mechanics, 69. p. 103287.


Yuan, Xiukai, Valdebenito, Marcos A, Zhang, Baoqiang, Faes, Matthias GR and Beer, Michael ORCID: 0000-0002-0611-0345
(2023) Efficient decoupling approach for reliability-based optimization based on augmented Line Sampling and combination algorithm. Computers and Structures, 280. p. 107003.


Yuan, Xiukai, Faes, Matthias GR, Liu, Shaolong, Valdebenito, Marcos A and Beer, Michael ORCID: 0000-0002-0611-0345
(2021) Efficient imprecise reliability analysis using the Augmented Space Integral. RELIABILITY ENGINEERING & SYSTEM SAFETY, 210. p. 107477.


Faes, Matthias GR, Broggi, Matteo, Spanos, Pol D and Beer, Michael ORCID: 0000-0002-0611-0345
(2022) Elucidating appealing features of differentiable auto-correlation functions: A study on the modified exponential kernel. Probabilistic Engineering Mechanics, 69. p. 103269.


Faes, Matthias GR, Daub, Marco, Marelli, Stefano, Patelli, Edoardo ORCID: 0000-0002-5007-7247 and Beer, Michael ORCID: 0000-0002-0611-0345
(2021) Engineering analysis with probability boxes: A review on computational methods. Structural Safety, 93. p. 102092.


Behrendt, Marco, Faes, Matthias GR, Valdebenito, Marcos A and Beer, Michael ORCID: 0000-0002-0611-0345
(2023) Estimation of an imprecise power spectral density function with optimised bounds from scarce data for epistemic uncertainty quantification. Mechanical Systems and Signal Processing, 189. p. 110072.


Ding, Chen, Dang, Chao, Valdebenito, Marcos A, Faes, Matthias GR, Broggi, Matteo and Beer, Michael ORCID: 0000-0002-0611-0345
(2023) First-passage probability estimation of high-dimensional nonlinear stochastic dynamic systems by a fractional moments-based mixture distribution approach. Mechanical Systems and Signal Processing, 185. p. 109775.


Yuan, Xiukai, Qian, Yugeng, Chen, Jingqiang, Faes, Matthias GR, Valdebenito, Marcos A and Beer, Michael ORCID: 0000-0002-0611-0345
(2023) Global failure probability function estimation based on an adaptive strategy and combination algorithm. RELIABILITY ENGINEERING & SYSTEM SAFETY, 231. p. 108937.


Dang, Chao, Wei, Pengfei, Faes, Matthias GR, Valdebenito, Marcos A and Beer, Michael ORCID: 0000-0002-0611-0345
(2022) Interval uncertainty propagation by a parallel Bayesian global optimization method. Applied Mathematical Modelling, 108. pp. 220-235.


Ni, Peihua, Jerez, Danko J, Fragkoulis, Vasileios C, Faes, Matthias GR, Valdebenito, Marcos A and Beer, Michael ORCID: 0000-0002-0611-0345
(2022) Operator Norm-Based Statistical Linearization to Bound the First Excursion Probability of Nonlinear Structures Subjected to Imprecise Stochastic Loading. ASCE-ASME JOURNAL OF RISK AND UNCERTAINTY IN ENGINEERING SYSTEMS PART A-CIVIL ENGINEERING, 8 (1).


Faes, Matthias GR, Valdebenito, Marcos A, Moens, David and Beer, Michael ORCID: 0000-0002-0611-0345
(2021) Operator norm theory as an efficient tool to propagate hybrid uncertainties and calculate imprecise probabilities. Mechanical Systems and Signal Processing, 152. p. 107482.


Dang, Chao, Wei, Pengfei, Faes, Matthias GR, Valdebenito, Marcos A and Beer, Michael ORCID: 0000-0002-0611-0345
(2022) Parallel adaptive Bayesian quadrature for rare event estimation. RELIABILITY ENGINEERING & SYSTEM SAFETY, 225. p. 108621.


Yuan, Xiukai, Wang, Shanglong, Valdebenito, Marcos A, Faes, Matthias GR and Beer, Michael ORCID: 0000-0002-0611-0345
(2023) Sample regeneration algorithm for structural failure probability function estimation. PROBABILISTIC ENGINEERING MECHANICS, 71. p. 103387.


Faes, Matthias GR, Moens, David, Beer, Michael ORCID: 0000-0002-0611-0345, Zhang, Hao and Phoon, Kok-Kwang
(2021) Special Section: Nonprobabilistic and Hybrid Approaches for Uncertainty Quantification and Reliability Analysis. ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg, 7 (2).


Dang, Chao, Valdebenito, Marcos A, Faes, Matthias GR, Song, Jingwen, Wei, Pengfei and Beer, Michael ORCID: 0000-0002-0611-0345
(2023) Structural reliability analysis by line sampling: A Bayesian active learning treatment. Structural Safety, 104. p. 102351.


Dang, Chao, Valdebenito, Marcos A, Faes, Matthias GR, Wei, Pengfei and Beer, Michael ORCID: 0000-0002-0611-0345
(2022) Structural reliability analysis: A Bayesian perspective. STRUCTURAL SAFETY, 99. p. 102259.

This list was generated on Tue Jan 16 08:24:38 2024 GMT.