Ghent University Academic Bibliography

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Novel two-stage adaptive weight coefficients for Finite Element Model Updating of a cable-stayed bridge via sensitivity analysis and Kriging model

Shiqiang Qin, Jialong Huang, Shiwei Li, Yunlai Zhou and Magd Abdel Wahab (UGent)

(2025) MECHANICAL SYSTEMS AND SIGNAL PROCESSING. 231.
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Surrogate-assisted evolutionary algorithm for the calibration of distributed hydrological models based on two-dimensional shallow water equations

Juan Fernando Farfán Durán, Arash Heidari (UGent) , Tom Dhaene (UGent) , Ivo Couckuyt (UGent) and Luis Cea

(2024) WATER. 16(5).
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Ameliorated Golden jackal optimization (AGJO) with enhanced movement and multi-angle position updating strategy for solving engineering problems

Jianfu Bai (UGent) , Samir Khatir (UGent) , Laith Abualigah and Magd Abdel Wahab (UGent)

(2024) ADVANCES IN ENGINEERING SOFTWARE. 194.
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ERGO-II : An improved bayesian optimization technique for robust design with multiple objectives, failed evaluations, and stochastic parameters

Jolan Wauters (UGent)

(2024) JOURNAL OF MECHANICAL DESIGN. 146(10).
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Finding knees in Bayesian multi-objective optimization

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

(2022) PARALLEL PROBLEM SOLVING FROM NATURE - PPSN XVII, PPSN 2022, PT I. In Lecture notes in computer science 13398. p.104-117
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GloMPO (Globally Managed Parallel Optimization) : a tool for expensive, black-box optimizations, application to ReaxFF reparameterizations

Michael Freitas Gustavo and Toon Verstraelen (UGent)

(2022) JOURNAL OF CHEMINFORMATICS. 14(1).
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ERGO : a new robust design optimization technique combining multi-objective Bayesian optimization with analytical uncertainty quantification

Jolan Wauters (UGent)

(2022) JOURNAL OF MECHANICAL DESIGN. 144(3).
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- Research Data
GloMPO (Globally Managed Parallel Optimization) Benchmark Test Data

Michael Freitas Gustavo and Toon Verstraelen (UGent)

(2021)
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Reparameterization of computational chemistry force fields using GloMPO (Globally Managed Parallel Optimization)

Michael Freitas Gustavo and Toon Verstraelen (UGent)

(2021) LEARNING AND INTELLIGENT OPTIMIZATION, LION 15. In Lecture Notes in Computer Science 12931. p.150-156
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Machine-learning-based hybrid random-fuzzy uncertainty quantification for EMC and SI assessment

Simon De Ridder, Domenico Spina (UGent) , Nicola Toscani, Flavia Grassi, Dries Vande Ginste (UGent) and Tom Dhaene (UGent)

(2020) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 62(6). p.2538-2546

Academic Bibliography

Novel two-stage adaptive weight coefficients for Finite Element Model Updating of a cable-stayed bridge via sensitivity analysis and Kriging model

Surrogate-assisted evolutionary algorithm for the calibration of distributed hydrological models based on two-dimensional shallow water equations

Ameliorated Golden jackal optimization (AGJO) with enhanced movement and multi-angle position updating strategy for solving engineering problems

ERGO-II : An improved bayesian optimization technique for robust design with multiple objectives, failed evaluations, and stochastic parameters

Finding knees in Bayesian multi-objective optimization

GloMPO (Globally Managed Parallel Optimization) : a tool for expensive, black-box optimizations, application to ReaxFF reparameterizations

ERGO : a new robust design optimization technique combining multi-objective Bayesian optimization with analytical uncertainty quantification

GloMPO (Globally Managed Parallel Optimization) Benchmark Test Data

Reparameterization of computational chemistry force fields using GloMPO (Globally Managed Parallel Optimization)

Machine-learning-based hybrid random-fuzzy uncertainty quantification for EMC and SI assessment

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