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Number of items: 27.


Song, Jingwen, Wei, Pengfei, Valdebenito, Marcos and Beer, Michael ORCID: 0000-0002-0611-0345
(2021) Active learning line sampling for rare event analysis. Mechanical Systems and Signal Processing, 147. p. 107113.


Wei, Pengfei, Zhang, Xing and Beer, Michael ORCID: 0000-0002-0611-0345
(2020) Adaptive experiment design for probabilistic integration. Computer Methods in Applied Mechanics and Engineering, 365. p. 113035.


Song, Jingwen, Wei, Pengfei, Valdebenito, Marcos and Beer, Michael ORCID: 0000-0002-0611-0345
(2020) Adaptive reliability analysis for rare events evaluation with global imprecise line sampling. Computer Methods in Applied Mechanics and Engineering, 372. p. 113344.


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.


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.


Wei, Pengfei, Liu, Fuchao, Valdebenito, Marcos and Beer, Michael ORCID: 0000-0002-0611-0345
(2021) Bayesian probabilistic propagation of imprecise probabilities with large epistemic uncertainty. Mechanical Systems and Signal Processing, 149. p. 107219.


Wei, Pengfei, Hong, Fangqi, Phoon, Kok-Kwang and Beer, Michael ORCID: 0000-0002-0611-0345
(2021) Bounds optimization of model response moments: a twin-engine Bayesian active learning method. COMPUTATIONAL MECHANICS, 67 (5). pp. 1273-1292.


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.


Kitahara, Masaru, Song, Jingwen, Wei, Pengfei, Broggi, Matteo and Beer, Michael ORCID: 0000-0002-0611-0345
(2022) A Distributionally Robust Approach for Mixed Aleatory and Epistemic Uncertainties Propagation. AIAA JOURNAL, 60 (7). pp. 4471-4477.


Salomon, Julian, Winnewisser, Niklas, Wei, Pengfei, Broggi, Matteo and Beer, Michael ORCID: 0000-0002-0611-0345
(2021) Efficient reliability analysis of complex systems in consideration of imprecision. Reliability Engineering & System Safety, 216. p. 107972.


Dang, Chao, Wei, Pengfei, Song, Jingwen and Beer, Michael ORCID: 0000-0002-0611-0345
(2021) Estimation of Failure Probability Function under Imprecise Probabilities by Active Learning-Augmented Probabilistic Integration. ASCE-ASME JOURNAL OF RISK AND UNCERTAINTY IN ENGINEERING SYSTEMS PART A-CIVIL ENGINEERING, 7 (4). 04021054-04021054.


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.


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.


Song, Jingwen, Wei, Pengfei, Valdebenito, Marcos, Bi, Sifeng, Broggi, Matteo, Beer, Michael ORCID: 0000-0002-0611-0345 and Lei, Zuxiang
(2019) Generalization of non-intrusive imprecise stochastic simulation for mixed uncertain variables. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 134. p. 106316.


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.


Song, Jingwen, Valdebenito, Marcos, Wei, Pengfei, Beer, Michael ORCID: 0000-0002-0611-0345 and Lu, Zhenzhou
(2020) Non-intrusive imprecise stochastic simulation by line sampling. Structural Safety, 84. p. 101936.


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.


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.


Dang, Chao, Wei, Pengfei and Beer, Michael ORCID: 0000-0002-0611-0345
(2021) An approach to evaluation of EVD and small failure probabilities of uncertain nonlinear structures under stochastic seismic excitations. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 152. p. 107468.


Wan, Zhiqiang, Chen, Jianbing, Tao, Weifeng, Wei, Pengfei, Beer, Michael ORCID: 0000-0002-0611-0345 and Jiang, Zhongming
(2023) A feature mapping strategy of metamodelling for nonlinear stochastic dynamical systems with low to high-dimensional input uncertainties. Mechanical Systems and Signal Processing, 184. p. 109656.


Persoons, Augustin, Wei, Pengfei, Broggi, Matteo and Beer, Michael ORCID: 0000-0002-0611-0345
(2023) A new reliability method combining adaptive Kriging and active variance reduction using multiple importance sampling. Structural and Multidisciplinary Optimization, 66 (6).


Hong, Fangqi, Wei, Pengfei, Fu, Jiangfeng and Beer, Michael ORCID: 0000-0002-0611-0345
(2024) A sequential sampling-based Bayesian numerical method for reliability-based design optimization. Reliability Engineering & System Safety, 244. p. 109939.

This list was generated on Sun Feb 25 08:18:13 2024 GMT.