A Kriging and Stochastic Collocation ensemble for uncertainty quantification in engineering applications
Kaintura, A., Spina, D., Couckuyt, I., Knockaert, L., Bogaerts, W., Dhaene, T.
Published in Engineering with computers (01.10.2017)
Published in Engineering with computers (01.10.2017)
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Journal Article
Blind Kriging: Implementation and performance analysis
Couckuyt, I., Forrester, A., Gorissen, D., De Turck, F., Dhaene, T.
Published in Advances in engineering software (1992) (01.07.2012)
Published in Advances in engineering software (1992) (01.07.2012)
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Journal Article
Cost-efficient electromagnetic-simulation-driven antenna design using co-Kriging
KOZIER, S, OGURTSOV, S, COUCKUYT, I, DHAENE, T
Published in IET microwaves, antennas & propagation (20.11.2012)
Published in IET microwaves, antennas & propagation (20.11.2012)
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Journal Article
Constrained Multiobjective Optimization of a Common-Mode Suppression Filter
Gazda, C., Couckuyt, I., Rogier, H., Vande Ginste, Dries, Dhaene, T.
Published in IEEE transactions on electromagnetic compatibility (01.06.2012)
Published in IEEE transactions on electromagnetic compatibility (01.06.2012)
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Journal Article
Time domain analysis of a common-mode suppression filter subjected to a multi-objective optimization
Gazda, C., Rogier, H., Vande Ginste, Dries, Couckuyt, I., Dhaene, T.
Published in International Symposium on Electromagnetic Compatibility - EMC EUROPE (01.09.2012)
Published in International Symposium on Electromagnetic Compatibility - EMC EUROPE (01.09.2012)
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Conference Proceeding
Variable-Fidelity Electromagnetic Simulations and Co-Kriging for Accurate Modeling of Antennas
Koziel, S., Ogurtsov, S., Couckuyt, I., Dhaene, T.
Published in IEEE transactions on antennas and propagation (01.03.2013)
Published in IEEE transactions on antennas and propagation (01.03.2013)
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Journal Article
High dimensional Kriging metamodelling utilising gradient information
Ulaganathan, S., Couckuyt, I., Dhaene, T., Degroote, J., Laermans, E.
Published in Applied mathematical modelling (01.05.2016)
Published in Applied mathematical modelling (01.05.2016)
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Journal Article
Complex permittivity characterization of textile materials by means of surrogate modelling
Declercq, F, Couckuyt, I, Rogier, H, Dhaene, T
Published in 2010 IEEE Antennas and Propagation Society International Symposium (01.07.2010)
Published in 2010 IEEE Antennas and Propagation Society International Symposium (01.07.2010)
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Conference Proceeding
Automatic surrogate model type selection during the optimization of expensive black-box problems
Couckuyt, I., De Turck, F., Dhaene, T., Gorissen, D.
Published in Proceedings of the 2011 Winter Simulation Conference (WSC) (01.12.2011)
Published in Proceedings of the 2011 Winter Simulation Conference (WSC) (01.12.2011)
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Conference Proceeding
Towards Efficient Multiobjective Optimization: Multiobjective statistical criterions
Couckuyt, I., Deschrijver, D., Dhaene, T.
Published in 2012 IEEE Congress on Evolutionary Computation (01.06.2012)
Published in 2012 IEEE Congress on Evolutionary Computation (01.06.2012)
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Conference Proceeding
Surrogate-based infill optimization applied to electromagnetic problems: Surrogate-Based Optimization of EM Systems
Couckuyt, I., Declercq, F., Dhaene, T., Rogier, H., Knockaert, L.
Published in International journal of RF and microwave computer-aided engineering (01.09.2010)
Published in International journal of RF and microwave computer-aided engineering (01.09.2010)
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Journal Article
An alternative approach to avoid overfitting for surrogate models
Nguyen, H. M., Couckuyt, I., Knockaert, L., Dhaene, T., Gorissen, D., Saeys, Y.
Published in Proceedings of the 2011 Winter Simulation Conference (WSC) (01.12.2011)
Published in Proceedings of the 2011 Winter Simulation Conference (WSC) (01.12.2011)
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Conference Proceeding
Practical implementation of a sequential sampling algorithm for EMI near-field scanning
Van der Streeck, B., Vanhee, F., Boesman, B., Pissoort, D., Deschrijver, D., Couckuyt, I., Dhaene, T.
Published in International Symposium on Electromagnetic Compatibility - EMC EUROPE (01.09.2012)
Published in International Symposium on Electromagnetic Compatibility - EMC EUROPE (01.09.2012)
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Conference Proceeding
Efficient multi-objective optimization of wireless network problems on wireless testbeds
Mehari, M. T., De Poorter, E., Couckuyt, I., Deschrijver, D., Gerwen, J. V., Dhaene, T., Moerman, I.
Published in 10th International Conference on Network and Service Management (CNSM) and Workshop (01.11.2014)
Published in 10th International Conference on Network and Service Management (CNSM) and Workshop (01.11.2014)
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Conference Proceeding
Efficient optimization of the integrity behavior of analog nonlinear devices using surrogate models
Gazda, C., Ginste, D. Vande, Rogier, H., Couckuyt, I., Dhaene, T., Stijnen, K., Pues, H.
Published in 2013 17th IEEE Workshop on Signal and Power Integrity (01.05.2013)
Published in 2013 17th IEEE Workshop on Signal and Power Integrity (01.05.2013)
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Conference Proceeding
Variable-fidelity optimization of microwave filters using co-kriging and trust regions
Koziel, S., Couckuyt, I., Dhaene, T.
Published in 2012 7th European Microwave Integrated Circuit Conference (01.10.2012)
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Published in 2012 7th European Microwave Integrated Circuit Conference (01.10.2012)
Conference Proceeding