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M
Matthias G.R. Faes
tu dortmund university
27
H-index
202
Paper Count
2.6K
Citation Count
0
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Published Papers
84
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Publication Date
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Citations
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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Physics-informed synchronous Transformer for fatigue reliability analysis
RELIABILITY ENGINEERING & SYSTEM SAFETY
IF
11
2026-08-15
0
PRE
AI
Xue-Qin Li; Qiu-Sheng Li; Matthias G.R. Faes; Michael Beer
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A systematic framework for multidimensional assessment of wake-induced performance heterogeneity in offshore wind farms
Applied Energy
IF
11
2026-07-22
0
PRE
AI
Mingxin Li; Yun-Peng Song; Guiyu Cao; Yuka Kikuchi; Jonas W. Ringsberg; Matthias G.R. Faes; Jeom Kee Paik; You Dong; Jichuan Kang; Shen Li
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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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Multi-failure reliability evaluation of wind turbine blades under extreme conditions
Structures
IF
4.3
2026-04-10
0
PRE
AI
Xue-Qin Li; Qiu-Sheng Li; Matthias G.R. Faes; Michael Beer
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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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Realistic 3D complex crack and engineering structure reconstruction based on adaptive stereo photogrammetry
Mechanical Systems and Signal Processing
IF
8.9
2025-12-20
0
PRE
AI
Enjian Cai; Jinfeng Xu; Hehua Zhu; Yi Zhang; Chun Li; 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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Transient dynamic robust topology optimization methodology for continuum structure under stochastic uncertainties
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2025-07-01
0
PRE
AI
Meng, Zeng; Tian, Zixuan; Gao, Yongxin; Faes, Matthias G. R.; Li, Quhao
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Asymptotic subset simulation: An efficient extrapolation tool for small probabilities approximation
RELIABILITY ENGINEERING & SYSTEM SAFETY
IF
11
2025-06-18
0
PRE
AI
Rashki, Mohsen; Faes, Matthias G. R.; Wei, Pengfei; Song, Jingwen
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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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First excursion probability of dynamical systems: A review on computational methods
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2025-06-01
0
PRE
AI
Jiang, Youbao; Zhang, Xuyang; Beer, Michael; Faes, Matthias G. R.; Papadimitriou, Costas; Zhou, Hao
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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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Research Directions
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Co-authors
Cooperation Journals
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Seyedali Mirjalili
H-index: 132 · Papers: 792
K
Kok‐Kwang Phoon
H-index: 77 · Papers: 519
I
Ilse Jonkers
H-index: 57 · Papers: 591
J
John E. Mottershead
H-index: 56 · Papers: 325
J
Jeom Kee Paik
H-index: 55 · Papers: 547
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