Ivo Couckuyt
TitleCited byYear
A surrogate modeling and adaptive sampling toolbox for computer based design
D Gorissen, I Couckuyt, P Demeester, T Dhaene, K Crombecq
Journal of Machine Learning Research 11 (Jul), 2051-2055, 2010
4372010
Surrogate‐based infill optimization applied to electromagnetic problems
I Couckuyt, F Declercq, T Dhaene, H Rogier, L Knockaert
International Journal of RF and Microwave Computer‐Aided Engineering 20 (5 …, 2010
1192010
Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization
I Couckuyt, D Deschrijver, T Dhaene
Journal of Global Optimization 60 (3), 575-594, 2014
1112014
ooDACE toolbox: a flexible object-oriented Kriging implementation
I Couckuyt, T Dhaene, P Demeester
Journal of Machine Learning Research 15, 3183-3186, 2014
1062014
Blind Kriging: Implementation and performance analysis
I Couckuyt, A Forrester, D Gorissen, F De Turck, T Dhaene
Advances in Engineering Software 49, 1-13, 2012
992012
Efficient multi-objective simulation-driven antenna design using co-kriging
S Koziel, A Bekasiewicz, I Couckuyt, T Dhaene
IEEE Transactions on Antennas and Propagation 62 (11), 5900-5905, 2014
932014
Multiobjective global surrogate modeling, dealing with the 5-percent problem
D Gorissen, I Couckuyt, E Laermans, T Dhaene
Engineering with Computers 26 (1), 81-98, 2010
602010
Space-filling sequential design strategies for adaptive surrogate modelling
K Crombecq, I Couckuyt, D Gorissen, T Dhaene
The first international conference on soft computing technology in civil …, 2009
402009
Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores
R Houthooft, J Ruyssinck, J van der Herten, S Stijven, I Couckuyt, ...
Artificial intelligence in medicine 63 (3), 191-207, 2015
362015
Elastic characterization of membranes with a complex shape using point indentation measurements and inverse modelling
J Aernouts, I Couckuyt, K Crombecq, JJJ Dirckx
International Journal of Engineering Science 48 (6), 599-611, 2010
362010
Variable-fidelity electromagnetic simulations and co-kriging for accurate modeling of antennas
S Koziel, S Ogurtsov, I Couckuyt, T Dhaene
IEEE transactions on antennas and propagation 61 (3), 1301-1308, 2012
352012
Multi-objective optimization of reflector antennas using kriging and probability of improvement
DIL de Villiers, I Couckuyt, T Dhaene
2017 IEEE International Symposium on Antennas and Propagation & USNC/URSI …, 2017
342017
A fuzzy hybrid sequential design strategy for global surrogate modeling of high-dimensional computer experiments
J van der Herten, I Couckuyt, D Deschrijver, T Dhaene
SIAM Journal on Scientific Computing 37 (2), A1020-A1039, 2015
342015
Environmental high frequency characterization of fabrics based on a novel surrogate modelling antenna technique
F Declercq, I Couckuyt, H Rogier, T Dhaene
IEEE Transactions on Antennas and Propagation 61 (10), 5200-5213, 2013
312013
Performance study of multi-fidelity gradient enhanced kriging
S Ulaganathan, I Couckuyt, F Ferranti, E Laermans, T Dhaene
Structural and Multidisciplinary Optimization 51 (5), 1017-1033, 2015
302015
Indoor person identification using a low-power FMCW radar
B Vandersmissen, N Knudde, A Jalalvand, I Couckuyt, A Bourdoux, ...
IEEE Transactions on Geoscience and Remote Sensing 56 (7), 3941-3952, 2018
262018
Shape optimization of a cyclone separator using multi-objective surrogate-based optimization
P Singh, I Couckuyt, K Elsayed, D Deschrijver, T Dhaene
Applied Mathematical Modelling 40 (5-6), 4248-4259, 2016
242016
Prediction of delayed graft function after kidney transplantation: comparison between logistic regression and machine learning methods
A Decruyenaere, P Decruyenaere, P Peeters, F Vermassen, T Dhaene, ...
BMC medical informatics and decision making 15 (1), 83, 2015
242015
Sensitivity of night cooling performance to room/system design: surrogate models based on CFD
K Goethals, I Couckuyt, T Dhaene, A Janssens
Building and Environment 58, 23-36, 2012
242012
GPflowOpt: A Bayesian optimization library using tensorflow
N Knudde, J van der Herten, T Dhaene, I Couckuyt
arXiv preprint arXiv:1711.03845, 2017
232017
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Articles 1–20