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Zhou, C.C.; Zhang, H.L.; Valdebenito, M.A.; Zhao, H.D. A general hierarchical ensemble-learning framework for structural reliability analysis 2022 Reliability Engineering & System Safety 225 108605 details   doi
Yuan, X.K.; Liu, S.L.; Valdebenito, M.A.; Gu, J.; Beer, M. Efficient procedure for failure probability function estimation in augmented space 2021 Structural Safety 92 102104 details   doi
Yuan, X.K.; Liu, S.L.; Valdebenito, M.A.; Faes, M.G.R.; Jerez, D.J.; Jensen, H.A.; Beer, M. Decoupled reliability-based optimization using Markov chain Monte Carlo in augmented space 2021 Advances in Engineering Software 157 103020 details   doi
Yuan, X.K.; Liu, S.L.; Faes, M.; Valdebenito, M.A.; Beer, M. An efficient importance sampling approach for reliability analysis of time-variant structures subject to time-dependent stochastic load 2021 Mechanical Systems and Signal Processing 159 107699 details   doi
Yuan, X.K.; Faes, M.G.R.; Liu, S.L.; Valdebenito, M.A.; Beer, M. Efficient imprecise reliability analysis using the Augmented Space Integral 2021 Reliability Engineering & System Safety 210 107477 details   doi
Valdebenito, M.A.; Wei, P.F.; Song, J.W.; Beer, M.; Broggi, M. Failure probability estimation of a class of series systems by multidomain Line Sampling 2021 Reliability Engineering & System Safety 213 107673 details   doi
Valdebenito, M.A.; Misraji, M.A.; Jensen, H.A.; Mayorga, C.F. Sensitivity estimation of first excursion probabilities of linear structures subject to stochastic Gaussian loading 2021 Computers & Structures 248 106482 details   doi
Song, J.W.; Wei, P.F.; Valdebenito, M.A.; Faes, M.; Beer, M. Data-driven and active learning of variance-based sensitivity indices with Bayesian probabilistic integration 2021 Mechanical Systems and Signal Processing 163 108106 details   doi
Ni, P.H.; Jerez, D.J.; Fragkoulis, V.C.; Faes, M.G.R.; Valdebenito, M.A.; Beer, M. Operator Norm-Based Statistical Linearization to Bound the First Excursion Probability of Nonlinear Structures Subjected to Imprecise Stochastic Loading 2022 ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A-Civil Engineering 8 04021086 details   doi
Jerez, D.J.; Jensen, H.A.; Valdebenito, M.A.; Misraji, M.A.; Mayorga, F.; Beer, M. On the use of Directional Importance Sampling for reliability-based design and optimum design sensitivity of linear stochastic structures 2022 Probabilistic Engineering Mechanics 70 103368 details   doi
Fina, M.; Lauff, C.; Faes, M.G.R.; Valdebenito, M.A.; Wagner, W.; Freitag, S. Bounding imprecise failure probabilities in structural mechanics based on maximum standard deviation 2023 Structural Safety 101 102293 details   doi
Faes, M.G.R.; Valdebenito, M.A.; Yuan, X.K.; Wei, P.F.; Beer, M. Augmented reliability analysis for estimating imprecise first excursion probabilities in stochastic linear dynamics 2021 Advances in Engineering Software 155 102993 details   doi
Faes, M.G.R.; Valdebenito, M.A. Fully decoupled reliability-based optimization of linear structures subject to Gaussian dynamic loading considering discrete design variables 2021 Mechanical Systems and Signal Processing 156 107616 details   doi
Ding, C.; Dang, C.; Valdebenito, M.A.; Faes, M.G.R.; Broggi, M.; Beer, M. First-passage probability estimation of high-dimensional nonlinear stochastic dynamic systems by a fractional moments-based mixture distribution approach 2023 Mechanical Systems and Signal Processing 185 109775 details   doi
Dang, C.; Wei, P.F.; Faes, M.G.R.; Valdebenito, M.A.; Beer, M. Parallel adaptive Bayesian quadrature for rare event estimation 2022 Reliability Engineering & System Safety 225 108621 details   doi
Dang, C.; Wei, P.F.; Faes, M.G.R.; Valdebenito, M.A.; Beer, M. Interval uncertainty propagation by a parallel Bayesian global optimization method 2022 Applied Mathematical Modelling 108 220-235 details   doi
Dang, C.; Valdebenito, M.A.; Faes, M.G.R.; Wei, P.F.; Beer, M. Structural reliability analysis: A Bayesian perspective 2022 Structural Safety 99 102259 details   doi
Chang, Q.; Zhou, C.C.; Valdebenito, M.A.; Liu, H.W.; Yue, Z.F. A novel sensitivity index for analyzing the response of numerical models with interval inputs 2022 Computer Methods in Applied Mechanics and Engineering 400 115509 details   doi
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