Ghent University Academic Bibliography

Wind turbine anomaly detection using surrogate models

Nezmin Kayedpour (UGent) , Arash Ebneali Samani (UGent) , Siavash Asiaban (UGent) , Narender Singh (UGent) , Jeroen De Kooning (UGent) , Lieven Vandevelde (UGent) and Guillaume Crevecoeur (UGent)

(2022) 18th EAWE PhD Seminar, Abstracts.

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Finding knees in Bayesian multi-objective optimization

Arash Heidari (UGent) , Jixiang Qing (UGent) , 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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Journal Article
A1
open access

ESLA : a new surrogate-assisted single-loop reliability-based design optimization technique

Jolan Wauters (UGent) , Ivo Couckuyt (UGent) and Joris Degroote (UGent)

(2021) STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION. 63(6). p.2653-2671

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Journal Article
A1
open access

Potential of surrogate modelling for probabilistic fire analysis of structures

Ranjit Kumar Chaudhary (UGent) , Ruben Van Coile (UGent) and Thomas Gernay

(2021) FIRE TECHNOLOGY. 57(6). p.3151-3177

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Journal Article
A1
open access

Development of an adaptive infill criterion for constrained multi-objective asynchronous surrogate-based optimization

Jolan Wauters (UGent) , Andy Keane and Joris Degroote (UGent)

(2020) JOURNAL OF GLOBAL OPTIMIZATION. 78(1). p.137-160

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Data-efficient sensitivity analysis with surrogate modeling

Tom Van Steenkiste, Joachim van der Herten (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2019) Uncertainty modeling for engineering applications. In PoliTO Springer Series p.55-69

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Conference Paper
P1
open access

Surrogate modeling for fast experimental assessment of specific absorption rate

Günter Vermeeren (UGent) , Wout Joseph (UGent) and Luc Martens (UGent)

(2019) Uncertainty modeling for engineering applications. In PoliTO Springer Series p.71-87

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ALBATROS : adaptive line-based sampling trajectories for sequential measurements

Tom Van Steenkiste, Joachim van der Herten (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2019) ENGINEERING WITH COMPUTERS. 35(2). p.537-550

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Journal Article
A1
open access

Surrogate modeling based cognitive decision engine for optimization of WLAN performance

David Plets (UGent) , Krishnan Chemmangat, Dirk Deschrijver (UGent) , Michael Mehari (UGent) , Selvakumar Ulaganathan (UGent) , Mostafa Pakparvar, Tom Dhaene (UGent) , Jeroen Hoebeke (UGent) , Ingrid Moerman (UGent) and Emmeric Tanghe (UGent)

(2017) WIRELESS NETWORKS. 23(8). p.2347-2359

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Journal Article
A1
open access

Adaptive classification under computational budget constraints using sequential data gathering

Joachim van der Herten (UGent) , Ivo Couckuyt (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2016) ADVANCES IN ENGINEERING SOFTWARE. 99. p.137-146

Academic Bibliography

Wind turbine anomaly detection using surrogate models

Finding knees in Bayesian multi-objective optimization

ESLA : a new surrogate-assisted single-loop reliability-based design optimization technique

Potential of surrogate modelling for probabilistic fire analysis of structures

Development of an adaptive infill criterion for constrained multi-objective asynchronous surrogate-based optimization

Data-efficient sensitivity analysis with surrogate modeling

Surrogate modeling for fast experimental assessment of specific absorption rate

ALBATROS : adaptive line-based sampling trajectories for sequential measurements

Surrogate modeling based cognitive decision engine for optimization of WLAN performance

Adaptive classification under computational budget constraints using sequential data gathering

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