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T

Tom Dhaene

ghent university-imec

52H-index
626Paper Count
1.2WCitation Count
Published Papers 80
Publication Date
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Prediction of Reflection Responses for Randomized Free-Form Antenna Designs Using a Convolutional Neural Network
errKnowledge-Based Systems
IF7.6
err2026-08-24
err0
PREAI
errBartosz Czaplewski; Tom Dhaene; Sebastian Rojas Gonzalez; Adrian Bekasiewicz
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errSave
Design of a Fabrication-Tolerant Directional Coupler via Robust Bayesian Optimization
errElectronics Letters
IF0.8
err2026-02-27
err0
PREAI
errUllrick, Thijs; Liu, Yichen; Qingy, Jixiang; Bogaerts, Wim; Dhaene, Tom
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errSave
3D Activity reconstruction from Angular Gamma Scanning via variational Bayes: A proof of concept
errApplied Radiation and Isotopes
IF1.8
err2026-02-01
err0
PREAI
errCasas-Molina, Victor J.; Laloy, Eric; Rogiers, Bart; Dhaene, Tom; Couckuyt, Ivo
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errSave
Composite Delay-Informed Rational Kernel for Modeling of Electrically Long Interconnects
errIEEE MICROWAVE AND WIRELESS TECHNOLOGY LETTERS
IF3.4
err2025-11-01
err0
PREAI
errYihune, Tekalegn Mezemr; Ullrick, Thijs; Dhaene, Tom; Peumans, Dries; Spina, Domenico
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errSave
KARMA: Kernel-Aided Rational Macromodeling of Noisy Electrical Frequency Response Data
errIEEE Transactions on Microwave Theory and Techniques
IF4.5
err2025-10-31
err0
PREAI
errThijs Ullrick; Dirk Deschrijver; Wim Bogaerts; Tom Dhaene
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errSave
Vapor compression system data-driven surrogate models for aircraft Environmental Control Systems
errInternational Journal of Refrigeration
IF3.8
err2025-07-15
err0
errOAAI
errNicolás Ablanque; Nasrulloh Loka; Santiago Torras; Sriram Gurumurthy; Joaquim Rigola; Carles Oliet; Ivo Couckuyt; Tom Dhaene; Antonello Monti
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errSave
Trade-offs in Bayesian active learning for feasible region identification
errJournal of Intelligent Manufacturing
IF7.4
err2025-06-13
err0
PREAI
errIoana Nikova; Sebastian Rojas Gonzalez; Tom Dhaene; Ivo Couckuyt
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errSave
The role of trustworthy and reliable AI for multiple sclerosis
errFRONTIERS IN DIGITAL HEALTH
IF3.8
err2025-03-24
err0
errOAAI
errWerthen-Brabants, Lorin; Dhaene, Tom; Deschrijver, Dirk
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errSave
Strategies for feature-assisted development of topology agnostic planar antennas using variable-fidelity models
errnature computational science
IF3.7
err2025-02-01
err0
PREAI
errBekasiewicz, Adrian; Askaripour, Khadijeh; Dzwonkowski, Mariusz; Dhaene, Tom; Couckuyt, Ivo
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errSave
A novel Kriging-assisted multi-objective optimisation method considering infeasibility ratio under input uncertainty
errcomputational design and engineering
IF3.4
err2025-01-12
err0
PREAI
errWei, Hua; Zhou, Qi; Dhaene, Tom; Couckuyt, Ivo
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errSave
ECGencode: Compact and computationally efficient deep learning feature encoder for ECG signals
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-12-01
err0
PREAI
errBontinck, Lennert; Fonteyn, Karel; Dhaene, Tom; Deschrijver, Dirk
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errSave
Surrogate-Assisted Evolutionary Algorithm for the Calibration of Distributed Hydrological Models Based on Two-Dimensional Shallow Water Equations
errWATER
IF3
err2024-02-22
err1
errOAAI
errFarfan-Duran, Juan F.; Heidari, Arash; Dhaene, Tom; Couckuyt, Ivo; Cea, Luis
errShare
errSave
Cheap-expensive multi-objective Bayesian optimization for permanent magnet synchronous motor design
errENGINEERING WITH COMPUTERS
IF4.9
err2023-10-15
err1
PREAI
errLoka, Nasrulloh; Ibrahim, Mohamed; Couckuyt, Ivo; Van Nieuwenhuyse, Inneke; Dhaene, Tom
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errSave
Wideband parametric baseband macromodeling of linear and passive photonic circuits via complex vector fitting
errSCIENTIFIC REPORTS
IF3.9
err2023-09-16
err2
errOAAI
errUllrick, Thijs; Spina, Domenico; Bogaerts, Wim; Dhaene, Tom
errShare
errSave
Open-Set Patient Activity Recognition With Radar Sensors and Deep Learning
errieee geoscience and remote sensing magazine
IF4.4
err2023-01-01
err7
errOAAI
errBhavanasi, Geethika; Werthen-Brabants, Lorin; Dhaene, Tom; Couckuyt, Ivo
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errSave
SPICE-Compatible Equivalent Circuit Models for Accurate Time-Domain Simulations of Passive Photonic Integrated Circuits
errJOURNAL OF LIGHTWAVE TECHNOLOGY
IF4.8
err2022-12-15
err11
errOAAI
errYe, Yinghao; Ullrick, Thijs; Bogaerts, Wim; Dhaene, Tom; Spina, Domenico
errShare
errSave
Uncertainty quantification for appliance recognition in non-intrusive load monitoring using Bayesian deep learning
errENERGY AND BUILDINGS
IF7.1
err2022-09-01
err7
errOAAI
errWerthen-Brabants, Lorin; Dhaene, Tom; Deschrijver, Dirk
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errSave
Split BiRNN for real-time activity recognition using radar and deep learning
errSCIENTIFIC REPORTS
IF3.9
err2022-05-06
err11
errOAAI
errWerthen-Brabants, Lorin; Bhavanasi, Geethika; Couckuyt, Ivo; Dhaene, Tom; Deschrijver, Dirk
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errSave
Towards accurate processing-structure-property links using deep learning
errSCRIPTA MATERIALIA
IF5.6
err2022-04-01
err7
PREAI
errLarmuseau, Michiel; Theuwissen, Koenraad; Lejaeghere, Kurt; Duprez, Lode; Dhaene, Tom; Cottenier, Stefaan
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errSave
Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions
errENGINEERING WITH COMPUTERS
IF4.9
err2022-01-25
err10
PREAI
errLoka, Nasrulloh; Couckuyt, Ivo; Garbuglia, Federico; Spina, Domenico; Van Nieuwenhuyse, Inneke; Dhaene, Tom
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errSave

Research Directions

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Co-authors
Cooperation Journals
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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
J
J. Schoukens
H-index: 59 · Papers: 1.0K
W
Wout Joseph
H-index: 59 · Papers: 919
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