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Number of items: 12.


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.


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.


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.


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.


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.


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, 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.

This list was generated on Sun Jan 7 20:27:46 2024 GMT.