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Marcos A. Valdebenito · Study
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Author
Marcos A. Valdebenito
69 works
· latest 2025
· 4 institutions
cluster: provisional
ORCID 0000-0002-5083-0454
Works
60 shown
Aleatory and epistemic uncertainty in reliability analysis: An engineering perspective
Structural Safety
·
2025
·
5 authors
·
Open access
19
citations
Time-dependent reliability analysis by a single-loop Bayesian active learning method using Gaussian process regression
Computer Methods in Applied Mechanics and Engineering
·
2025
·
3 authors
·
Open access
18
citations
Efficient forward and inverse uncertainty quantification for dynamical systems based on dimension reduction and Kriging surrogate modeling in functional space
Mechanical Systems and Signal Processing
·
2025
·
4 authors
·
Open access
13
citations
Response probability distribution estimation of expensive computer simulators: A Bayesian active learning perspective using Gaussian process regression
Structural Safety
·
2025
·
5 authors
·
Open access
16
citations
Towards a single-loop Gaussian process regression based-active learning method for time-dependent reliability analysis
Mechanical Systems and Signal Processing
·
2025
·
3 authors
·
Open access
24
citations
Directional importance sampling for dynamic reliability of linear structures under non-Gaussian white noise excitation
Mechanical Systems and Signal Processing
·
2024
·
4 authors
·
Open access
13
citations
On fractional moment estimation from polynomial chaos expansion
Reliability Engineering & System Safety
·
2024
·
3 authors
·
Open access
14
citations
Yet another Bayesian active learning reliability analysis method
Structural Safety
·
2024
·
4 authors
·
Open access
29
citations
An efficient Bayesian updating framework for characterizing the posterior failure probability
Mechanical Systems and Signal Processing
·
2024
·
6 authors
·
Open access
18
citations
Structural reliability analysis with extremely small failure probabilities: A quasi-Bayesian active learning method
Probabilistic Engineering Mechanics
·
2024
·
6 authors
·
Open access
29
citations
Bayesian active learning line sampling with log-normal process for rare-event probability estimation
Reliability Engineering & System Safety
·
2024
·
5 authors
·
Open access
35
citations
Partially Bayesian active learning cubature for structural reliability analysis with extremely small failure probabilities
Computer Methods in Applied Mechanics and Engineering
·
2024
·
5 authors
·
Open access
36
citations
Operator norm-based determination of failure probability of nonlinear oscillators with fractional derivative elements subject to imprecise stationary Gaussian loads
Mechanical Systems and Signal Processing
·
2023
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7 authors
·
Open access
17
citations
Line sampling for time-variant failure probability estimation using an adaptive combination approach
Reliability Engineering & System Safety
·
2023
·
6 authors
·
Open access
27
citations
Collaborative and Adaptive Bayesian Optimization for bounding variances and probabilities under hybrid uncertainties
Computer Methods in Applied Mechanics and Engineering
·
2023
·
6 authors
·
Open access
15
citations
Constrained Bayesian optimization algorithms for estimating design points in structural reliability analysis
Reliability Engineering & System Safety
·
2023
·
5 authors
30
citations
Augmented first-order reliability method for estimating fuzzy failure probabilities
Structural Safety
·
2023
·
3 authors
·
Open access
28
citations
Structural reliability analysis by line sampling: A Bayesian active learning treatment
Structural Safety
·
2023
·
6 authors
·
Open access
48
citations
Estimation of small failure probabilities by partially Bayesian active learning line sampling: Theory and algorithm
Computer Methods in Applied Mechanics and Engineering
·
2023
·
5 authors
27
citations
Efficient decoupling approach for reliability-based optimization based on augmented Line Sampling and combination algorithm
Computers & Structures
·
2023
·
5 authors
·
Open access
25
citations
Estimation of an imprecise power spectral density function with optimised bounds from scarce data for epistemic uncertainty quantification
Mechanical Systems and Signal Processing
·
2023
·
4 authors
·
Open access
18
citations
A stochastic finite element scheme for solving partial differential equations defined on random domains
Computer Methods in Applied Mechanics and Engineering
·
2022
·
4 authors
26
citations
Sample regeneration algorithm for structural failure probability function estimation
Probabilistic Engineering Mechanics
·
2022
·
5 authors
·
Open access
15
citations
Global failure probability function estimation based on an adaptive strategy and combination algorithm
Reliability Engineering & System Safety
·
2022
·
6 authors
·
Open access
26
citations
Bounding imprecise failure probabilities in structural mechanics based on maximum standard deviation
Structural Safety
·
2022
·
6 authors
·
Open access
14
citations
First-passage probability estimation of high-dimensional nonlinear stochastic dynamic systems by a fractional moments-based mixture distribution approach
Mechanical Systems and Signal Processing
·
2022
·
6 authors
·
Open access
33
citations
A novel sensitivity index for analyzing the response of numerical models with interval inputs
Computer Methods in Applied Mechanics and Engineering
·
2022
·
5 authors
18
citations
Structural reliability analysis: A Bayesian perspective
Structural Safety
·
2022
·
5 authors
·
Open access
78
citations
Parallel adaptive Bayesian quadrature for rare event estimation
Reliability Engineering & System Safety
·
2022
·
5 authors
·
Open access
83
citations
A general hierarchical ensemble-learning framework for structural reliability analysis
Reliability Engineering & System Safety
·
2022
·
4 authors
25
citations
Interval uncertainty propagation by a parallel Bayesian global optimization method
Applied Mathematical Modelling
·
2022
·
5 authors
·
Open access
46
citations
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
·
2021
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6 authors
·
Open access
13
citations
Data-driven and active learning of variance-based sensitivity indices with Bayesian probabilistic integration
Mechanical Systems and Signal Processing
·
2021
·
5 authors
·
Open access
38
citations
Efficient procedure for failure probability function estimation in augmented space
Structural Safety
·
2021
·
5 authors
42
citations
Decoupled reliability-based optimization using Markov chain Monte Carlo in augmented space
Advances in Engineering Software
·
2021
·
7 authors
32
citations
Failure probability estimation of a class of series systems by multidomain Line Sampling
Reliability Engineering & System Safety
·
2021
·
5 authors
42
citations
Augmented reliability analysis for estimating imprecise first excursion probabilities in stochastic linear dynamics
Advances in Engineering Software
·
2021
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5 authors
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Open access
16
citations
An efficient importance sampling approach for reliability analysis of time-variant structures subject to time-dependent stochastic load
Mechanical Systems and Signal Processing
·
2021
·
5 authors
·
Open access
49
citations
Sensitivity estimation of first excursion probabilities of linear structures subject to stochastic Gaussian loading
Computers & Structures
·
2021
·
4 authors
13
citations
Efficient imprecise reliability analysis using the Augmented Space Integral
Reliability Engineering & System Safety
·
2021
·
5 authors
·
Open access
34
citations
Fully decoupled reliability-based optimization of linear structures subject to Gaussian dynamic loading considering discrete design variables
Mechanical Systems and Signal Processing
·
2021
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2 authors
·
Open access
16
citations
Operator norm theory as an efficient tool to propagate hybrid uncertainties and calculate imprecise probabilities
Mechanical Systems and Signal Processing
·
2020
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4 authors
·
Open access
56
citations
Bayesian probabilistic propagation of imprecise probabilities with large epistemic uncertainty
Mechanical Systems and Signal Processing
·
2020
·
4 authors
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Open access
30
citations
Adaptive reliability analysis for rare events evaluation with global imprecise line sampling
Computer Methods in Applied Mechanics and Engineering
·
2020
·
4 authors
30
citations
Fully decoupled reliability-based design optimization of structural systems subject to uncertain loads
Computer Methods in Applied Mechanics and Engineering
·
2020
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2 authors
·
Open access
44
citations
Bounding the first excursion probability of linear structures subjected to imprecise stochastic loading
Computers & Structures
·
2020
·
4 authors
·
Open access
49
citations
Active learning line sampling for rare event analysis
Mechanical Systems and Signal Processing
·
2020
·
4 authors
83
citations
An adaptive scheme for reliability-based global design optimization: A Markov chain Monte Carlo approach
Mechanical Systems and Signal Processing
·
2020
·
3 authors
47
citations
Non-intrusive imprecise stochastic simulation by line sampling
Structural Safety
·
2020
·
5 authors
38
citations
Application of directional importance sampling for estimation of first excursion probabilities of linear structural systems subject to stochastic Gaussian loading
Mechanical Systems and Signal Processing
·
2020
·
4 authors
48
citations
Fuzzy failure probability estimation applying intervening variables
Structural Safety
·
2019
·
5 authors
25
citations
An effective parametric model reduction technique for uncertainty propagation analysis in structural dynamics
Reliability Engineering & System Safety
·
2019
·
4 authors
13
citations
Generalization of non-intrusive imprecise stochastic simulation for mixed uncertain variables
Mechanical Systems and Signal Processing
·
2019
·
7 authors
·
Open access
34
citations
Probability sensitivity estimation of linear stochastic finite element models applying Line Sampling
Structural Safety
·
2019
·
3 authors
14
citations
Sensitivity estimation of failure probability applying line sampling
Reliability Engineering & System Safety
·
2017
·
4 authors
75
citations
Approximate fuzzy analysis of linear structural systems applying intervening variables
Computers & Structures
·
2015
·
4 authors
18
citations
Reliability sensitivity estimation of nonlinear structural systems under stochastic excitation: A simulation-based approach
Computer Methods in Applied Mechanics and Engineering
·
2015
·
3 authors
48
citations
Estimation of first excursion probabilities for uncertain stochastic linear systems subject to Gaussian load
Computers & Structures
·
2014
·
2 authors
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Open access
44
citations
Reliability-based optimization using bridge importance sampling
Probabilistic Engineering Mechanics
·
2013
·
4 authors
·
Open access
43
citations
On the use of a class of interior point algorithms in stochastic structural optimization
Computers & Structures
·
2013
·
3 authors
·
Open access
22
citations