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M
Marcos A. Valdebenito
TU Dortmund University
31
H-index
170
Paper Count
2.9K
Citation Count
0
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Published Papers
99
Publication Date
Publication Date
Impact Factor
Citations
Function-on-function nonlinear autoregressive model (F2NARX) for probabilistic surrogate modeling of stochastic dynamical systems
Structural Safety
IF
6.3
2026-10-13
0
OA
AI
Zhouzhou Song; Marcos A. Valdebenito; Styfen Schär; Stefano Marelli; Bruno Sudret; Matthias G.R. Faes
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Bayesian model updating via streamlined Bayesian active learning cubature
Mechanical Systems and Signal Processing
IF
8.9
2026-10-04
0
OA
AI
Pei-Pei Li; Chao Dang; Cristóbal H. Acevedo; Marcos A. Valdebenito; Matthias G.R. Faes
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A single-loop reweighted numerical integration method for failure probability function estimation under parametric probability boxes
Mechanical Systems and Signal Processing
IF
8.9
2026-09-11
0
OA
AI
Jiaran Liu; Dixiong Yang; Chao Dang; Marcos A. Valdebenito; Matthias G.R. Faes
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Hierarchical active learning probabilistic integration for reliability analysis of first-order sequential series systems
Computer Methods in Applied Mechanics and Engineering
IF
7.3
2026-08-22
0
PRE
AI
Weiming Zheng; Chao Dang; Xiukai Yuan; Marcos A. Valdebenito; Matthias G.R. Faes
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Adaptive single-loop reweighted numerical integration for estimating response moment functions under hybrid aleatory and epistemic uncertainties
Computer Methods in Applied Mechanics and Engineering
IF
7.3
2026-04-23
0
OA
AI
Jiaran Liu; Marcos A. Valdebenito; Dixiong Yang; Matthias G.R. Faes
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Reliability-aware collapse-resisting design of precast concrete beam column joints using strengthened steel angles and high-strength bolts
Structural Safety
IF
6.3
2026-03-23
0
OA
AI
Zidong Zhao; Marcos A. Valdebenito; Yi Li; Chao Dang; Weijing Zhang; Matthias G.R. Faes
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Active learning Kriging with functional dimension reduction for reliability analysis of stochastic dynamical systems
Reliability Engineering & System Safety
IF
11
2026-02-05
0
OA
AI
Zhouzhou Song; Chao Dang; Marcos A. Valdebenito; Matthias G.R. Faes
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Sensitivity estimation of stochastic output with respect to distribution parameters of stochastic inputs
Reliability Engineering & System Safety
IF
11
2026-01-06
0
PRE
AI
Xuan-Yi Zhang; Yan-Gang Zhao; Marcos A. Valdebenito; Matthias G.R. Faes
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Probability Sensitivity Estimation with Respect to Distribution Parameters via the Method of Moments
ASCE-ASME JOURNAL OF RISK AND UNCERTAINTY IN ENGINEERING SYSTEMS PART A-CIVIL ENGINEERING
IF
2.7
2025-12-01
1
PRE
AI
Zhang, Xuan-Yi; Valdebenito, Marcos A.; Zhao, Yan-Gang; Faes, Matthias G. R.
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An Importance Sampling Approach for Estimating First Excursion Probabilities of Linear Systems Subject to Non-Gaussian Loading
ASCE-ASME JOURNAL OF RISK AND UNCERTAINTY IN ENGINEERING SYSTEMS PART B-MECHANICAL ENGINEERING
IF
2.3
2025-12-01
0
PRE
AI
Besedin, Maksym; Valdebenito, Marcos A.; Zhang, Xuan-Yi; Acevedo, Cristobal H.; Misraji, Mauricio A.; Faes, Matthias G. R.
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Aleatory and epistemic uncertainty in reliability analysis: An engineering perspective
Structural Safety
IF
6.3
2025-10-31
0
OA
AI
Pei-Pei Li; Marcos A. Valdebenito; Chao Dang; Michael Beer; Matthias G.R. Faes
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Variance-reduced estimation of Third-order statistics using control variates with splitting
Reliability Engineering & System Safety
IF
11
2025-10-29
0
OA
AI
Cristóbal H. Acevedo; Marcos A. Valdebenito; Iván V. González; Héctor A. Jensen; Matthias G.R. Faes
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Time-dependent structural reliability analysis: A single-loop approximate Bayesian active learning quadrature approach
Mechanical Systems and Signal Processing
IF
8.9
2025-10-15
0
OA
AI
Chao Dang; Pei-Pei Li; Marcos A. Valdebenito; Matthias G.R. Faes
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Third Moment Method for Reliability Analysis involving Independent Parametric Probability-Boxes
Applied Mathematical Modelling
IF
5.1
2025-10-08
0
PRE
AI
Bo-Yu Wang; Xuan-Yi Zhang; Yan-Gang Zhao; Marcos A. Valdebenito; Matthias G R Faes
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Time-dependent reliability analysis by a single-loop Bayesian active learning method using Gaussian process regression
Computer Methods in Applied Mechanics and Engineering
IF
7.3
2025-06-05
0
OA
AI
Chao Dang; Marcos A. Valdebenito; Matthias G.R. Faes
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Reliability analysis combining method of moments with control variates
Probabilistic Engineering Mechanics
IF
3.5
2025-05-31
0
PRE
AI
Cristóbal H. Acevedo; Xuan-Yi Zhang; Marcos A. Valdebenito; Matthias G.R. Faes
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Response probability distribution estimation of expensive computer simulators: A Bayesian active learning perspective using Gaussian process regression
STRUCTURAL SAFETY
IF
6.3
2025-05-01
0
OA
AI
Dang, Chao; Valdebenito, Marcos A.; Manque, Nataly A.; Xu, Jun; Faes, Matthias G. R.
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On fractional moment estimation from polynomial chaos expansion
RELIABILITY ENGINEERING & SYSTEM SAFETY
IF
11
2025-02-01
0
PRE
AI
Novak, Lukas; Valdebenito, Marcos; Faes, Matthias
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Directional importance sampling for dynamic reliability of linear structures under non-Gaussian white noise excitation
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2025-02-01
0
OA
AI
Zhang, Xuan-Yi; Misraji, Mauricio A.; Valdebenito, Marcos A.; Faes, Matthias G. R.
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Yet another Bayesian active learning reliability analysis method
STRUCTURAL SAFETY
IF
6.3
2025-01-01
1
OA
AI
Dang, Chao; Zhou, Tong; Valdebenito, Marcos A.; Faes, Matthias G. R.
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Research Directions
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Co-authors
Cooperation Journals
M
Min Xie
H-index: 82 · Papers: 1.0K
W
Weihong Zhang
H-index: 68 · Papers: 453
徐
徐军
(Jun Xu)
H-index: 55 · Papers: 1.9K
B
Bruno Sudret
H-index: 53 · Papers: 438
M
Michael Beer
H-index: 52 · Papers: 787
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