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Matthias G.R. Faes

TU Dortmund University

27H-index
206Paper Count
2.6KCitation Count
Published Papers 88
Publication Date
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Function-on-function nonlinear autoregressive model (F2NARX) for probabilistic surrogate modeling of stochastic dynamical systems
errStructural Safety
IF6.3
err2026-10-13
err0
errOAAI
errZhouzhou 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
errMechanical Systems and Signal Processing
IF8.9
err2026-10-04
err0
errOAAI
errPei-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
errMechanical Systems and Signal Processing
IF8.9
err2026-09-11
err0
errOAAI
errJiaran Liu; Dixiong Yang; Chao Dang; Marcos A. Valdebenito; Matthias G.R. Faes
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errSave
Monotonicity-based uncertainty propagation in fault tree analysis of corrosion-induced vapor release
errJournal of Loss Prevention in the Process Industries
IF4.2
err2026-09-04
err0
PREAI
errWalid Belkacem; Zoubida Lounis; Matthias G.R. Faes; Eric Châtelet
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Hierarchical active learning probabilistic integration for reliability analysis of first-order sequential series systems
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-08-22
err0
PREAI
errWeiming Zheng; Chao Dang; Xiukai Yuan; Marcos A. Valdebenito; Matthias G.R. Faes
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Physics-informed synchronous Transformer for fatigue reliability analysis
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2026-08-15
err0
PREAI
errXue-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
errApplied Energy
IF11
err2026-07-22
err0
PREAI
errMingxin 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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errSave
Adaptive single-loop reweighted numerical integration for estimating response moment functions under hybrid aleatory and epistemic uncertainties
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-04-23
err0
errOAAI
errJiaran Liu; Marcos A. Valdebenito; Dixiong Yang; Matthias G.R. Faes
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errSave
Multi-failure reliability evaluation of wind turbine blades under extreme conditions
errStructures
IF4.3
err2026-04-10
err0
PREAI
errXue-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
errReliability Engineering & System Safety
IF11
err2026-02-05
err0
errOAAI
errZhouzhou 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
errReliability Engineering & System Safety
IF11
err2026-01-06
err0
PREAI
errXuan-Yi Zhang; Yan-Gang Zhao; Marcos A. Valdebenito; Matthias G.R. Faes
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errSave
Realistic 3D complex crack and engineering structure reconstruction based on adaptive stereo photogrammetry
errMechanical Systems and Signal Processing
IF8.9
err2025-12-20
err0
PREAI
errEnjian Cai; Jinfeng Xu; Hehua Zhu; Yi Zhang; Chun Li; Matthias G.R. Faes
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errSave
Probability Sensitivity Estimation with Respect to Distribution Parameters via the Method of Moments
errASCE-ASME JOURNAL OF RISK AND UNCERTAINTY IN ENGINEERING SYSTEMS PART A-CIVIL ENGINEERING
IF2.7
err2025-12-01
err1
PREAI
errZhang, Xuan-Yi; Valdebenito, Marcos A.; Zhao, Yan-Gang; Faes, Matthias G. R.
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errSave
An Importance Sampling Approach for Estimating First Excursion Probabilities of Linear Systems Subject to Non-Gaussian Loading
errASCE-ASME JOURNAL OF RISK AND UNCERTAINTY IN ENGINEERING SYSTEMS PART B-MECHANICAL ENGINEERING
IF2.3
err2025-12-01
err0
PREAI
errBesedin, 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
errStructural Safety
IF6.3
err2025-10-31
err0
errOAAI
errPei-Pei Li; Marcos A. Valdebenito; Chao Dang; Michael Beer; Matthias G.R. Faes
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errSave
Variance-reduced estimation of Third-order statistics using control variates with splitting
errReliability Engineering & System Safety
IF11
err2025-10-29
err0
errOAAI
errCristóbal H. Acevedo; Marcos A. Valdebenito; Iván V. González; Héctor A. Jensen; Matthias G.R. Faes
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errSave
Time-dependent structural reliability analysis: A single-loop approximate Bayesian active learning quadrature approach
errMechanical Systems and Signal Processing
IF8.9
err2025-10-15
err0
errOAAI
errChao Dang; Pei-Pei Li; Marcos A. Valdebenito; Matthias G.R. Faes
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errSave
Third Moment Method for Reliability Analysis involving Independent Parametric Probability-Boxes
errApplied Mathematical Modelling
IF5.1
err2025-10-08
err0
PREAI
errBo-Yu Wang; Xuan-Yi Zhang; Yan-Gang Zhao; Marcos A. Valdebenito; Matthias G R Faes
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errSave
Transient dynamic robust topology optimization methodology for continuum structure under stochastic uncertainties
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-07-01
err0
PREAI
errMeng, 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
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2025-06-18
err0
PREAI
errRashki, Mohsen; Faes, Matthias G. R.; Wei, Pengfei; Song, Jingwen
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Research Directions

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Co-authors
Cooperation Journals
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Seyedali Mirjalili
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Kok‐Kwang Phoon
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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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