| A surrogate modeling and adaptive sampling toolbox for computer based design D Gorissen, I Couckuyt, P Demeester, T Dhaene, K Crombecq The Journal of Machine Learning Research 11, 2051-2055, 2010 | 467 | 2010 |
| 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 | 123 | 2010 |
| 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 | 121 | 2014 |
| ooDACE toolbox: a flexible object-oriented Kriging implementation I Couckuyt, T Dhaene, P Demeester Journal of Machine Learning Research 15, 3183-3186, 2014 | 116 | 2014 |
| 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 | 108 | 2012 |
| 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 | 98 | 2014 |
| 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 | 63 | 2010 |
| 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 | 45 | 2012 |
| 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 | 43 | 2009 |
| 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 | 42 | 2017 |
| 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 | 40 | 2015 |
| 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 | 38 | 2010 |
| 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 | 37 | 2015 |
| 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 | 36 | 2018 |
| 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 | 35 | 2015 |
| 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 | 33 | 2015 |
| GPflowOpt: A Bayesian optimization library using tensorflow N Knudde, J van der Herten, T Dhaene, I Couckuyt arXiv preprint arXiv:1711.03845, 2017 | 32 | 2017 |
| 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 | 32 | 2013 |
| 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 | 27 | 2016 |
| Automatic surrogate model type selection during the optimization of expensive black-box problems I Couckuyt, F De Turck, T Dhaene, D Gorissen Proceedings of the 2011 Winter Simulation Conference (WSC), 4269-4279, 2011 | 26 | 2011 |
Tom DhaeneGhent University - imecVerified email at ugent.be
