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Ivo Couckuyt
Ghent University and imec
31
H-index
197
Paper Count
3.7K
Citation Count
0
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Published Papers
39
Publication Date
Publication Date
Impact Factor
Citations
Gaussian Process Kernels for Efficient Sequential Sampling of Electromagnetic Radiation on Spherical Surfaces
IEEE Transactions on Antennas and Propagation
IF
5.8
2025-12-23
0
PRE
AI
Yens Lindemans; Tim Claeys; Davy Pissoort; Ivo Couckuyt; Tom Dhaene
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Introducing DAIMYO: A Dynamic Design Architecture and Its Application to Unmanned Aerial System Development
JOURNAL OF AIRCRAFT
IF
2.1
2025-09-01
0
OA
AI
Wauters, Jolan; Lefebvre, Tom; Degroote, Joris; Couckuyt, Ivo; Crevecoeur, Guillaume
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Vapor compression system data-driven surrogate models for aircraft Environmental Control Systems
International Journal of Refrigeration
IF
3.8
2025-07-15
0
OA
AI
Nicolás Ablanque; Nasrulloh Loka; Santiago Torras; Sriram Gurumurthy; Joaquim Rigola; Carles Oliet; Ivo Couckuyt; Tom Dhaene; Antonello Monti
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Trade-offs in Bayesian active learning for feasible region identification
Journal of Intelligent Manufacturing
IF
7.4
2025-06-13
0
PRE
AI
Ioana Nikova; Sebastian Rojas Gonzalez; Tom Dhaene; Ivo Couckuyt
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Strategies for feature-assisted development of topology agnostic planar antennas using variable-fidelity models
nature computational science
IF
3.7
2025-02-01
0
PRE
AI
Bekasiewicz, Adrian; Askaripour, Khadijeh; Dzwonkowski, Mariusz; Dhaene, Tom; Couckuyt, Ivo
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A novel Kriging-assisted multi-objective optimisation method considering infeasibility ratio under input uncertainty
computational design and engineering
IF
3.4
2025-01-12
0
PRE
AI
Wei, Hua; Zhou, Qi; Dhaene, Tom; Couckuyt, Ivo
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Surrogate-Assisted Evolutionary Algorithm for the Calibration of Distributed Hydrological Models Based on Two-Dimensional Shallow Water Equations
WATER
IF
3
2024-02-22
1
OA
AI
Farfan-Duran, Juan F.; Heidari, Arash; Dhaene, Tom; Couckuyt, Ivo; Cea, Luis
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Bayesian multi-objective optimization of process design parameters in constrained settings with noise: an engineering design application
ENGINEERING WITH COMPUTERS
IF
4.9
2024-01-10
1
PRE
AI
Morales-Hernandez, Alejandro; Rojas Gonzalez, Sebastian; Van Nieuwenhuyse, Inneke; Couckuyt, Ivo; Jordens, Jeroen; Witters, Maarten; Van Doninck, Bart
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Wind Turbine Hybrid Physics-Based Deep Learning Model for a Health Monitoring Approach Considering Provision of Ancillary Services
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF
5.9
2024-01-01
1
OA
AI
Kayedpour, Nezmin; Qing, Jixiang; Wauters, Jolan; De Kooning, Jeroen D. M.; Couckuyt, Ivo; Crevecoeur, Guillaume
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Cheap-expensive multi-objective Bayesian optimization for permanent magnet synchronous motor design
ENGINEERING WITH COMPUTERS
IF
4.9
2023-10-15
1
PRE
AI
Loka, Nasrulloh; Ibrahim, Mohamed; Couckuyt, Ivo; Van Nieuwenhuyse, Inneke; Dhaene, Tom
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A combined data-driven, experimental and modelling approach for assessing the optimal composition of impregnation products for cementitious materials
CEMENT & CONCRETE COMPOSITES
IF
13.1
2023-02-01
4
OA
AI
Perko, Janez; Laloy, Eric; Zarzuela, Rafael; Couckuyt, Ivo; Navarro, Ramiro Garcia; Mosquera, Maria J.
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Open-Set Patient Activity Recognition With Radar Sensors and Deep Learning
ieee geoscience and remote sensing magazine
IF
4.4
2023-01-01
7
OA
AI
Bhavanasi, Geethika; Werthen-Brabants, Lorin; Dhaene, Tom; Couckuyt, Ivo
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Automated Software Defect Detection and Identification in Vehicular Embedded Systems
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF
8.4
2022-07-01
1
OA
AI
Foss, Kyle; Couckuyt, Ivo; Baruta, Adrian; Mossoux, Corentin
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Split BiRNN for real-time activity recognition using radar and deep learning
SCIENTIFIC REPORTS
IF
3.9
2022-05-06
11
OA
AI
Werthen-Brabants, Lorin; Bhavanasi, Geethika; Couckuyt, Ivo; Dhaene, Tom; Deschrijver, Dirk
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Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions
ENGINEERING WITH COMPUTERS
IF
4.9
2022-01-25
10
PRE
AI
Loka, Nasrulloh; Couckuyt, Ivo; Garbuglia, Federico; Spina, Domenico; Van Nieuwenhuyse, Inneke; Dhaene, Tom
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Multi-output Gaussian process prediction for computationally expensive problems with multiple levels of fidelity
KNOWLEDGE-BASED SYSTEMS
IF
7.6
2021-09-01
33
PRE
AI
Lin, Quan; Hu, Jiexiang; Zhou, Qi; Cheng, Yuansheng; Hu, Zhen; Couckuyt, Ivo; Dhaene, Tom
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ESLA: a new surrogate-assisted single-loop reliability-based design optimization technique
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF
4
2021-04-05
11
PRE
AI
Wauters, Jolan; Couckuyt, Ivo; Degroote, Joris
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Adaptive sampling with automatic stopping for feasible region identification in engineering design
ENGINEERING WITH COMPUTERS
IF
4.9
2021-03-10
0
OA
AI
Qing, Jixiang; Knudde, Nicolas; Garbuglia, Federico; Spina, Domenico; Couckuyt, Ivo; Dhaene, Tom
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Multi-objective optimization of a wing fence on an unmanned aerial vehicle using surrogate-derived gradients
STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF
4
2019-09-04
13
PRE
AI
Wauters, Jolan; Couckuyt, Ivo; Knudde, Nicolas; Dhaene, Tom; Degroote, Joris
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Indoor Person Identification Using a Low-Power FMCW Radar
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF
8.6
2018-07-01
182
PRE
AI
Vandersmissen, Baptist; Knudde, Nicolas; Jalalvand, Azarakhsh; Couckuyt, Ivo; Bourdoux, Andre; De Neve, Wesley; Dhaene, Tom
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Research Directions
No research directions
Co-authors
Cooperation Journals
P
Patrick Segers
H-index: 85 · Papers: 1.3K
W
Wim Bogaerts
H-index: 70 · Papers: 637
A
Antonello Monti
H-index: 61 · Papers: 1.0K
W
Wout Joseph
H-index: 59 · Papers: 919
F
Frank Vermassen
H-index: 58 · Papers: 446
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