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David Moens
ku leuven
32
H-index
321
Paper Count
4.1K
Citation Count
0
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Published Papers
66
Publication Date
Publication Date
Impact Factor
Citations
Direct interval propagation methods using neural-network surrogates for uncertainty quantification in physical systems surrogate model
Knowledge-Based Systems
IF
7.6
2026-03-21
0
PRE
AI
Ghifari Adam Faza; Jolan Wauters; Fabio Cuzzolin; Hans Hallez; David Moens
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DIC-Based Finite Element Model Validation: A Practical Case Study for In-Plane Loading of A Composite Laminate
EXPERIMENTAL MECHANICS
IF
2.4
2025-11-01
0
PRE
AI
Peshave, A.; Pierron, F.; Lava, P.; Moens, D.; Vandepitte, D.
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Most likely heteroscedastic Gaussian process via kernel smoothing
Knowledge-Based Systems
IF
7.6
2025-08-05
0
PRE
AI
Ghifari Adam Faza; Nasrulloh R.B.S. Loka; Keivan Shariatmadar; Hans Hallez; David Moens
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CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks
NEURAL NETWORKS
IF
6.3
2025-05-01
0
PRE
AI
Wang, Kaizheng; Shariatmadar, Keivan; Manchingal, Shireen Kudukkil; Cuzzolin, Fabio; Moens, David; Hallez, Hans
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Prediction of composite pressure vessels' burst strength through machine learning
COMPOSITE STRUCTURES
IF
7.1
2025-01-01
0
PRE
AI
Santos, Rafael; Vandepitte, Dirk; Moens, David
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Reliability-based composite pressure vessel design optimization with cure-induced stresses and spatial material variability
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2024-12-01
0
PRE
AI
Van Bavel, B.; Shishkina, O.; Vandepitte, D.; Moens, D.
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A sub-convex similarity-based model updating method considering multivariate uncertainties
ENGINEERING STRUCTURES
IF
6.4
2024-11-01
2
PRE
AI
Zhao, Yanlin; Sun, Bing; Bi, Sifeng; Beer, Michael; Moens, David
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A reduced-order model approach for fuzzy fields analysis
STRUCTURAL SAFETY
IF
6.3
2024-11-01
0
OA
AI
Manque, Nataly A.; Valdebenito, Marcos A.; Beaurepaire, Pierre; Moens, David; Faes, Matthias G. R.
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Reliability evaluation of a multi-state system with dependent components and imprecise parameters: A structural reliability treatment
RELIABILITY ENGINEERING & SYSTEM SAFETY
IF
11
2024-10-01
5
PRE
AI
Yang, Lechang; Zhang, Xinyao; Lu, Zitong; Fu, Yuqiang; Moens, David; Beer, Michael
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Vine copulas for accelerated prediction of composite strength variability
COMPUTERS & STRUCTURES
IF
4.8
2024-09-01
3
PRE
AI
Van Bavel, B.; Vandepitte, D.; Moens, D.
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Robust topology and discrete fiber orientation optimization under principal material uncertainty
COMPUTERS & STRUCTURES
IF
4.8
2024-08-01
0
PRE
AI
Ypsilantis, Konstantinos-Iason; Faes, Matthias G. R.; Lagaros, Nikos D.; Aage, Niels; Moens, David
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A topology-based in-plane filtering technique for the combined topology and discrete fiber orientation optimization
COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF
7.3
2023-12-01
4
OA
AI
Ypsilantis, Konstantinos-Iason; Kazakis, George; Faes, Matthias G. R.; Ivens, Jan; Lagaros, Nikos D.; Moens, David
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Efficient quantification of composite spatial variability: A multiscale framework that captures intercorrelation
COMPOSITE STRUCTURES
IF
7.1
2023-11-01
10
OA
AI
Van Bavel, B.; Zhao, Y.; Faes, M. G. R.; Vandepitte, D.; Moens, D.
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Investigation of fiber content evaluation methods of carbon fiber reinforced thermoplastic composites
JOURNAL OF THERMOPLASTIC COMPOSITE MATERIALS
IF
3.4
2023-04-15
0
PRE
AI
Asfew, Kasahun Niguse; Moens, David; Ivens, Jan
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Copper-aluminium joining by novel locked projection welding process
WELDING IN THE WORLD
IF
2.5
2023-03-30
0
PRE
AI
Dejans, Arnout; Moens, David; Van Rymenant, Patrick
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Bayesian parameter estimation of ligament properties based on tibio-femoral kinematics during squatting
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2023-01-01
7
OA
AI
Bartsoen, Laura; Faes, Matthias G. R.; Andersen, Michael Skipper; Wirix-Speetjens, Roel; Moens, David; Jonkers, Ilse; Vander Sloten, Jos
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Robust design optimisation under lack-of-knowledge uncertainty
COMPUTERS & STRUCTURES
IF
4.8
2023-01-01
7
OA
AI
van Mierlo, Conradus; Persoons, Augustin; Faes, Matthias G. R.; Moens, David
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An approach for the concurrent homogenization-based microstructure type and topology optimization problem
COMPUTERS & STRUCTURES
IF
4.8
2022-11-01
6
OA
AI
Ypsilantis, Konstantinos-Iason; Faes, Matthias G. R.; Ivens, Jan; Lagaros, Nikos D.; Moens, David
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An overview of direct carbon fuel cells and their promising potential on coupling with solar thermochemical carbon production
RENEWABLE & SUSTAINABLE ENERGY REVIEWS
IF
16.3
2022-07-01
20
PRE
AI
Ozalp, N.; Abedini, H.; Abuseada, M.; Davis, R.; Rutten, J.; Verschoren, J.; Ophoff, C.; Moens, D.
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Enriching stochastic model updating metrics: An efficient Bayesian approach using Bray-Curtis distance and an adaptive binning algorithm
MECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF
8.9
2022-05-01
6
OA
AI
Zhao, Wenhua; Yang, Lechang; Dang, Chao; Rocchetta, Roberto; Valdebenito, Marcos; Moens, David
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Research Directions
No research directions
Co-authors
Cooperation Journals
F
Fabrice Pierron
H-index: 58 · Papers: 390
W
Wim Desmet
H-index: 58 · Papers: 1.4K
I
Ilse Jonkers
H-index: 57 · Papers: 591
I
Isaac Elishakoff
H-index: 56 · Papers: 759
J
John E. Mottershead
H-index: 56 · Papers: 325
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