Academic Bibliography

Search 200 years of publications by Ghent University researchers.

prof. dr. ir. Ivo Couckuyt

Faculty of Engineering and Architecture > Department of Information technology

ORCID iD: 0000-0002-9524-4205

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- Journal Article
- A1
- open access
Gaussian process kernels for efficient sequential sampling of electromagnetic radiation on spherical surfaces

Yens Lindemans (UGent) , Tim Claeys (UGent) , Davy Pissoort, Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2026) IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION. 74(3). p.2640-2651
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3D activity reconstruction from angular gamma scanning via variational bayes : a proof of concept

Victor Jose Casas Molina (UGent) , Eric Laloy, Bart Rogiers, Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2026) APPLIED RADIATION AND ISOTOPES. 230.
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- Journal Article
- A1
- open access
Introducing DAIMYO : a dynamic design architecture and its application to unmanned aerial system development

Jolan Wauters (UGent) , Tom Lefebvre (UGent) , Joris Degroote (UGent) , Ivo Couckuyt (UGent) and Guillaume Crevecoeur (UGent)

(2026) JOURNAL OF AIRCRAFT. 63(1). p.328-343
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- Journal Article
- A1
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Trade-offs in Bayesian active learning for feasible region identification

Ioana Nikova (UGent) , Sebastian Rojas Gonzalez (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2026) JOURNAL OF INTELLIGENT MANUFACTURING. 37(5). p.2017-2040
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Tutorial : Bayesian optimization

Juergen Branke, Sebastian Rojas Gonzalez (UGent) and Ivo Couckuyt (UGent)

(2025) PROCEEDINGS OF THE 2025 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2025 COMPANION. p.1006-1024
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- Journal Article
- A1
- open access
Knee detection in Bayesian multiobjective optimization using Thompson sampling

Arash Heidari (UGent) , Jixiang Qing, Sebastian Rojas Gonzalez (UGent) , Juergen Branke, Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2025) IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. 29(5). p.1903-1912
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- Journal Article
- A1
- open access
Spectral bayesian optimization using a physics-informed rational Szego kernel for microwave design

Yens Lindemans (UGent) , Thijs Ullrick (UGent) , Ivo Couckuyt (UGent) , Tim Pattyn (UGent) , Dirk Deschrijver (UGent) , Dries Vande Ginste (UGent) and Tom Dhaene (UGent)

(2025) IEEE TRANSACTIONS ON COMPONENTS PACKAGING AND MANUFACTURING TECHNOLOGY. 15(9). p.1836-1846
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- A1
- open access
Vapor compression system data-driven surrogate models for aircraft Environmental Control Systems

Nicolas Ablanque, Nasrulloh Ratu Bagus Satrio Loka, Santiago Torras, Sriram Gurumurthy, Joaquim Rigola, Carles Oliet, Ivo Couckuyt (UGent) , Tom Dhaene (UGent) and Antonello Monti

(2025) INTERNATIONAL JOURNAL OF REFRIGERATION. 178. p.336-346
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- Conference Paper
- P1
- open access
Targeting evaluation, computation and interaction costs in expensive black-box multi-objective optimization

Arash Heidari (UGent) , Sebastian Rojas Gonzalez (UGent) and Ivo Couckuyt (UGent)

(2025) PROCEEDINGS OF THE 2025 GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE COMPANION, GECCO 2025 COMPANION. p.363-366
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- Miscellaneous
- open access
Towards trustworthy surrogate models for augmenting certification : fuel tank flammability reduction system

Arash Heidari (UGent) , Lorin Werthen-Brabants (UGent) , Sebastian Rojas Gonzalez (UGent) , Ivo Couckuyt (UGent) , Onur Can Gülenç, Pieter Van Gils and Ivana Jojic

(2025) JOURNAL OF AEROSPACE INFORMATION SYSTEMS. 22(9). p.800-803

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