Browse by People

Valdebenito, Marcos A, Jensen, Hector A, Wei, Pengfei, Beer, Michael ORCID: 0000-0002-0611-0345 and Beck, Andre T (2021) Application of a Reduced Order Model for Fuzzy Analysis of Linear Static Systems. ASCE-ASME JOURNAL OF RISK AND UNCERTAINTY IN ENGINEERING SYSTEMS PART B-MECHANICAL ENGINEERING, 7 (2).

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.

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.

Song, Jingwen, Wei, Pengfei, Valdebenito, Marcos A, Faes, Matthias and Beer, Michael ORCID: 0000-0002-0611-0345 (2022) Data-driven and active learning of variance-based sensitivity indices with Bayesian probabilistic integration. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 163. p. 108106.

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.

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.

Feng, Chengxin ORCID: 0000-0002-3864-0324, Valdebenito, Marcos A ORCID: 0000-0002-5083-0454, Chwała, Marcin ORCID: 0000-0003-1185-8785, Liao, Kang, Broggi, Matteo ORCID: 0000-0002-3683-3907 and Beer, Michael ORCID: 0000-0002-0611-0345 (2023) Efficient slope reliability analysis under soil spatial variability using maximum entropy distribution with fractional moments. Journal of Rock Mechanics and Geotechnical Engineering.

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.

Dang, Chao, Valdebenito, Marcos A, Song, Jingwen, Wei, Pengfei and Beer, Michael ORCID: 0000-0002-0611-0345 (2023) Estimation of small failure probabilities by partially Bayesian active learning line sampling: Theory and algorithm. Computer Methods in Applied Mechanics and Engineering, 412. p. 116068.

Valdebenito, Marcos A, Wei, Pengfei, Song, Jingwen, Beer, Michael ORCID: 0000-0002-0611-0345 and Broggi, Matteo (2021) Failure probability estimation of a class of series systems by multidomain Line Sampling. RELIABILITY ENGINEERING & SYSTEM SAFETY, 213. p. 107673.

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.

Valdebenito, Marcos A, Beer, Michael ORCID: 0000-0002-0611-0345, Jensen, Héctor A, Chen, Jianbing and Wei, Pengfei (2020) Fuzzy failure probability estimation applying intervening variables. Structural Safety, 83. p. 101909.

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.

Jerez, Danko J, Jensen, Héctor A, Valdebenito, Marcos A, Misraji, Mauricio A, Mayorga, Franco and Beer, Michael ORCID: 0000-0002-0611-0345 (2022) On the use of Directional Importance Sampling for reliability-based design and optimum design sensitivity of linear stochastic structures. Probabilistic Engineering Mechanics, 70. p. 103368.

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.

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.

Yuan, Xiukai, Liu, Shaolong, Faes, Matthias, Valdebenito, Marcos A and Beer, Michael ORCID: 0000-0002-0611-0345 (2021) An efficient importance sampling approach for reliability analysis of time-variant structures subject to time-dependent stochastic load. Mechanical Systems and Signal Processing, 159. p. 107699.