Ghent University Academic Bibliography

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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A1
open access

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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A1
open access

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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Cheap-expensive multi-objective Bayesian optimization for permanent magnet synchronous motor design

Nasrulloh Ratu Bagus Satrio Loka (UGent) , Mohamed Ibrahim (UGent) , Ivo Couckuyt (UGent) , Inneke Van Nieuwenhuyse and Tom Dhaene (UGent)

(2024) ENGINEERING WITH COMPUTERS. 40(4). p.2143-2159

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A1
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Bayesian optimization of a collimated HPGe detector model for Segmented Gamma Scanning

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

(2024) NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT. 1067.

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Efficient multi-objective Bayesian optimization of gas–liquid photochemical reactions using an automated flow platform

Stefan Desimpel (UGent) , Jan Dijkmans, Koen P.L. Kuijpers, Matthieu Dorbec, Kevin Van Geem (UGent) and Christian Stevens (UGent)

(2024) CHEMICAL ENGINEERING JOURNAL. 501.

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A1
open access

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

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A1
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Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions

Nasrulloh Ratu Bagus Satrio Loka (UGent) , Ivo Couckuyt (UGent) , Federico Garbuglia (UGent) , Domenico Spina (UGent) , Inneke Van Nieuwenhuyse and Tom Dhaene (UGent)

(2023) ENGINEERING WITH COMPUTERS. 39(3). p.1923-1933

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A1
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Bayesian tuned kinetic Monte Carlo modeling of polystyrene pyrolysis : unraveling the pathways to its monomer, dimers, and trimers formation

Onur Dogu, Andreas Eschenbacher (UGent) , Robin John Varghese (UGent) , Maarten Dobbelaere (UGent) , Dagmar D'hooge (UGent) , Paul Van Steenberge (UGent) and Kevin Van Geem (UGent)

(2023) CHEMICAL ENGINEERING JOURNAL. 455.

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Multi-objective co-design for mission-specific development of unmanned aerial systems

Jolan Wauters (UGent) , Tom Lefebvre (UGent) and Guillaume Crevecoeur (UGent)

(2023) 2023 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS, AIM. p.17-24

Academic Bibliography

Data-efficient interactive multi-objective optimization using ParEGO

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

Bayesian cell therapy process optimization

Cheap-expensive multi-objective Bayesian optimization for permanent magnet synchronous motor design

Bayesian optimization of a collimated HPGe detector model for Segmented Gamma Scanning

Efficient multi-objective Bayesian optimization of gas–liquid photochemical reactions using an automated flow platform

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

Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions

Bayesian tuned kinetic Monte Carlo modeling of polystyrene pyrolysis : unraveling the pathways to its monomer, dimers, and trimers formation

Multi-objective co-design for mission-specific development of unmanned aerial systems

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