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Matthias G.R. Faes · Study
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Author
Matthias G.R. Faes
58 works
· latest 2026
· 4 institutions
cluster: provisional
ORCID 0000-0003-3341-3410
Works
58 shown
Generative data-physics fusion for hierarchical reliability assessment
Reliability Engineering & System Safety
·
2026
·
3 authors
40
citations
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
First excursion probability of dynamical systems: A review on computational methods
Mechanical Systems and Signal Processing
·
2025
·
4 authors
32
citations
Asymptotic subset simulation: An efficient extrapolation tool for small probabilities approximation
Reliability Engineering & System Safety
·
2025
·
4 authors
20
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
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
A meta-heuristic approach for reliability-based design optimization of shell-and-tube heat exchangers
Applied Thermal Engineering
·
2024
·
4 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
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
·
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
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
No-Free-Lunch Theorems for Reliability Analysis
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part A Civil Engineering
·
2023
·
2 authors
24
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
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
Robust design optimisation under lack-of-knowledge uncertainty
Computers & Structures
·
2022
·
4 authors
·
Open access
16
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
Structural reliability analysis: A Bayesian perspective
Structural Safety
·
2022
·
5 authors
·
Open access
78
citations
Bayesian probabilistic propagation of hybrid uncertainties: Estimation of response expectation function, its variable importance and bounds
Computers & Structures
·
2022
·
4 authors
·
Open access
18
citations
Parallel adaptive Bayesian quadrature for rare event estimation
Reliability Engineering & System Safety
·
2022
·
5 authors
·
Open access
83
citations
Distribution-free P-box processes based on translation theory: Definition and simulation
Probabilistic Engineering Mechanics
·
2022
·
5 authors
·
Open access
16
citations
Interval uncertainty propagation by a parallel Bayesian global optimization method
Applied Mathematical Modelling
·
2022
·
5 authors
·
Open access
46
citations
Elucidating appealing features of differentiable auto-correlation functions: A study on the modified exponential kernel
Probabilistic Engineering Mechanics
·
2022
·
4 authors
·
Open access
45
citations
MULTILEVEL QUASI-MONTE CARLO FOR INTERVAL ANALYSIS
International Journal for Uncertainty Quantification
·
2022
·
3 authors
·
Open access
17
citations
Interval methods for lack-of-knowledge uncertainty in crash analysis
Mechanical Systems and Signal Processing
·
2021
·
6 authors
·
Open access
18
citations
Engineering analysis with probability boxes: A review on computational methods
Structural Safety
·
2021
·
5 authors
·
Open access
142
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
Bayesian inversion for imprecise probabilistic models using a novel entropy-based uncertainty quantification metric
Mechanical Systems and Signal Processing
·
2021
·
5 authors
·
Open access
44
citations
Decoupled reliability-based optimization using Markov chain Monte Carlo in augmented space
Advances in Engineering Software
·
2021
·
7 authors
32
citations
Augmented reliability analysis for estimating imprecise first excursion probabilities in stochastic linear dynamics
Advances in Engineering Software
·
2021
·
5 authors
·
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
Local explicit interval fields for non-stationary uncertainty modelling in finite element models
Computer Methods in Applied Mechanics and Engineering
·
2021
·
3 authors
·
Open access
17
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
·
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
·
4 authors
·
Open access
56
citations
Inhomogeneous interval fields based on scaled inverse distance weighting interpolation
Computer Methods in Applied Mechanics and Engineering
·
2020
·
3 authors
·
Open access
25
citations
Imprecise random field analysis for non-linear concrete damage analysis
Mechanical Systems and Signal Processing
·
2020
·
6 authors
·
Open access
21
citations
Fully decoupled reliability-based design optimization of structural systems subject to uncertain loads
Computer Methods in Applied Mechanics and Engineering
·
2020
·
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
On auto‐ and cross‐interdependence in interval field finite element analysis
International Journal for Numerical Methods in Engineering
·
2019
·
2 authors
·
Open access
23
citations
Robust uncertainty quantification in structural dynamics under scarse experimental modal data: A Bayesian-interval approach
Journal of Sound and Vibration
·
2019
·
4 authors
·
Open access
33
citations
Imprecise random field analysis with parametrized kernel functions
Mechanical Systems and Signal Processing
·
2019
·
2 authors
·
Open access
35
citations
On the Robust Estimation of Small Failure Probabilities for Strong Nonlinear Models
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B Mechanical Engineering
·
2019
·
7 authors
·
Open access
21
citations
Recent Trends in the Modeling and Quantification of Non-probabilistic Uncertainty
Archives of Computational Methods in Engineering
·
2019
·
2 authors
·
Open access
213
citations
Multivariate dependent interval finite element analysis via convex hull pair constructions and the Extended Transformation Method
Computer Methods in Applied Mechanics and Engineering
·
2018
·
2 authors
·
Open access
33
citations
A multivariate interval approach for inverse uncertainty quantification with limited experimental data
Mechanical Systems and Signal Processing
·
2018
·
7 authors
·
Open access
81
citations
Comparison of Bayesian and interval uncertainty quantification: Application to the AIRMOD test structure
IEEE Symposium Series on Computational Intelligence (SSCI)
·
2017
·
6 authors
·
other
16
citations
Identification and quantification of spatial interval uncertainty in numerical models
Computers & Structures
·
2017
·
2 authors
·
Open access
44
citations
Identification and quantification of multivariate interval uncertainty in finite element models
Computer Methods in Applied Mechanics and Engineering
·
2016
·
4 authors
·
Open access
54
citations