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
Knee detection in bayesian multi-objective optimization using thompson sampling

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

(2025) IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION. p.1-11
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- Conference Paper
- C1
- open access
Bayesian optimization of microwave filters : a physics-informed approach using the Szegö kernel

Yens Lindemans (UGent) , Thijs Ullrick (UGent) , Ivo Couckuyt (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2025) 2025 IEEE 29th Workshop on Signal and Power Integrity (SPI). p.1-4
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- Journal Article
- A2
- open access
Dataset of observables for small modular lead-cooled fast reactor MOX spent nuclear fuel

Victor Jose Casas Molina (UGent) , Pablo Romojaro, Gwennaelle Nourry, Gert van den Eynde, Luca Fiorito, Ivan Merino-Rodriguez, Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2025) DATA IN BRIEF. 60.
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Strategies for feature-assisted development of topology agnostic planar antennas using variable-fidelity models

Adrian Bekasiewicz, Khadijeh Askaripour, Mariusz Dzwonkowski, Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2025) JOURNAL OF COMPUTATIONAL SCIENCE. 85.
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A novel Kriging-assisted multi-objective optimisation method considering infeasibility ratio under input uncertainty

Hua Wei (UGent) , Qi Zhou, Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2025) JOURNAL OF ENGINEERING DESIGN.
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Data-efficient interactive multi-objective optimization using ParEGO

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

(2025) MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT III. In Communications in Computer and Information Science 2135. p.519-526
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Globalized trust-region optimization : an unassuming approach

Yens Lindemans (UGent) , A. Bekasiewicz, Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2024) ECCOMAS Congress 2024 : the 9th European Congress on Computational Methods in Applied Sciences and Engineering, Proceedings. In WCCM-ECCOMAS Congress
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- Conference Paper
- C1
- open access
Trieste : efficiently exploring the depths of black-box functions with TensorFlow

V. Picheny, J. Berkely, H. Stojic, U. Granta, S.W. Ober, A. Artemev, K. Ghani, A. Goodall, A. Paleyes, S. Vakill, et al.

(2024) Workshop on Bayesian Decision-making and Uncertainty, 38th Conference on Neural Information Processing Systems (NeurIPS 2024), Proceedings.
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- Conference Paper
- P1
- open access
Optimized data transmission for radar-based edge-cloud human activity recognition via quantization

Victor Tuytte, Arash Heidari (UGent) , Lorin Werthen-Brabants (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2024) 2024 21ST EUROPEAN RADAR CONFERENCE, EURAD 2024. p.145-148
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- Conference Paper
- P1
- open access
Optimizing memory footprint for radar-based human activity recognition on resource-constrained devices

Arash Heidari (UGent) , Lorin Werthen-Brabants (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2024) 2024 21ST EUROPEAN RADAR CONFERENCE, EURAD 2024. p.141-144

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