Ghent University Academic Bibliography

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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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OnlineNeuro : active online learning for effective exploration of neural simulation parameters

Diego Nieves Avendano (UGent) , Arne Callaert (UGent) , Philipp Schnepel, Vojkan Mihajlovic, Femke Ongenae (UGent) and Sofie Van Hoecke (UGent)

(2026) SOFTWAREX. 34.
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Automated human-in-the-loop commissioning of industrial processes : a glue dispensing case study

Jeroen Taets (UGent) , Jeroen Jordens, Tom Lefebvre (UGent) , Frederik Ostyn (UGent) and Guillaume Crevecoeur (UGent)

(2025) INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY. 136(11-12). p.4991-5005
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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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Knowledge gradient for multi-objective Bayesian optimization with decoupled evaluations

Jack M. Buckingham, Sebastian Rojas Gonzalez (UGent) and Juergen Branke

(2025) EVOLUTIONARY MULTI-CRITERION OPTIMIZATION, EMO 2025, PT II. In Lecture Notes in Computer Science 15513. p.117-132
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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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Improving post-training quantization via probabilistic programming

Kui Liu (UGent) , Bart Goossens (UGent) , Tom De Schepper and Wilfried Philips (UGent)

(2025) IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY. 35(12). p.11950-11964
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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. In IEEE Workshop on Signal and Power Integrity p.1-4
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Bayesian cell therapy process optimization

Evan Claes (UGent) , Tommy Heck, Kathleen Coddens, Maarten Sonnaert, Jan Schrooten and Jan Verwaeren (UGent)

(2024) BIOTECHNOLOGY AND BIOENGINEERING. 121(5). p.1569-1582
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Bayesian multi-objective optimization of process design parameters in constrained settings with noise : an engineering design application

Alejandro Morales Hernández, Sebastian Rojas Gonzalez (UGent) , Inneke Van Nieuwenhuyse, Ivo Couckuyt (UGent) , Jeroen Jordens, Maarten Witters and Bart Van Doninck

(2024) ENGINEERING WITH COMPUTERS. 40(4). p.2497-2511

Academic Bibliography

Introducing DAIMYO : a dynamic design architecture and its application to unmanned aerial system development

OnlineNeuro : active online learning for effective exploration of neural simulation parameters

Automated human-in-the-loop commissioning of industrial processes : a glue dispensing case study

Data-efficient interactive multi-objective optimization using ParEGO

Knowledge gradient for multi-objective Bayesian optimization with decoupled evaluations

Targeting evaluation, computation and interaction costs in expensive black-box multi-objective optimization

Improving post-training quantization via probabilistic programming

Bayesian optimization of microwave filters : a physics-informed approach using the Szegö kernel

Bayesian cell therapy process optimization

Bayesian multi-objective optimization of process design parameters in constrained settings with noise : an engineering design application

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