Tom Dhaene
Tom Dhaene
Ghent University - imec
Adresse e-mail validée de ugent.be - Page d'accueil
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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
4742010
Macromodeling of multiport systems using a fast implementation of the vector fitting method
D Deschrijver, M Mrozowski, T Dhaene, D De Zutter
IEEE Microwave and wireless components letters 18 (6), 383-385, 2008
4472008
FlowSOM: Using self‐organizing maps for visualization and interpretation of cytometry data
S Van Gassen, B Callebaut, MJ Van Helden, BN Lambrecht, P Demeester, ...
Cytometry Part A 87 (7), 636-645, 2015
3632015
Orthonormal vector fitting: A robust macromodeling tool for rational approximation of frequency domain responses
D Deschrijver, B Haegeman, T Dhaene
IEEE Transactions on advanced packaging 30 (2), 216-225, 2007
1882007
Efficient space-filling and non-collapsing sequential design strategies for simulation-based modeling
K Crombecq, E Laermans, T Dhaene
European Journal of Operational Research 214 (3), 683-696, 2011
1682011
Selection of lumped element models for coupled lossy transmission lines
T Dhaene, D De Zutter
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 1992
1631992
A novel hybrid sequential design strategy for global surrogate modeling of computer experiments
K Crombecq, D Gorissen, D Deschrijver, T Dhaene
SIAM Journal on Scientific Computing 33 (4), 1948-1974, 2011
1332011
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
1262014
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
1232010
ooDACE toolbox: a flexible object-oriented Kriging implementation
I Couckuyt, T Dhaene, P Demeester
Journal of Machine Learning Research 15, 3183-3186, 2014
1172014
A novel sequential design strategy for global surrogate modeling
K Crombecq, L De Tommasi, D Gorissen, T Dhaene
Proceedings of the 2009 winter simulation conference (WSC), 731-742, 2009
1152009
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
1122012
Stochastic modeling-based variability analysis of on-chip interconnects
DV Ginste, D De Zutter, D Deschrijver, T Dhaene, P Manfredi, F Canavero
IEEE Transactions on Components, Packaging and Manufacturing Technology 2 (7 …, 2012
1042012
A discussion of" Rational approximation of frequency domain responses by vector fitting"
W Hendrickx, T Dhaene
IEEE Transactions on Power Systems 21 (1), 441-443, 2006
1042006
Adaptive CAD-model building algorithm for general planar microwave structures
J De Geest, T Dhaene, N Faché, D De Zutter
IEEE Transactions on microwave theory and techniques 47 (9), 1801-1809, 1999
1021999
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
1002014
Adaptive frequency sampling algorithm for fast and accurate S-parameter modeling of general planar structures
T Dhaene, J Ureel, N Fache, D De Zutter
Proceedings of 1995 IEEE MTT-S International Microwave Symposium, 1427-1430, 1995
961995
Evolutionary model type selection for global surrogate modeling
D Gorissen, T Dhaene, F De Turck
Journal of Machine Learning Research 10, 2039-2078, 2009
912009
Advancements in iterative methods for rational approximation in the frequency domain
D Deschrijver, B Gustavsen, T Dhaene
IEEE Transactions on Power Delivery 22 (3), 1633-1642, 2007
912007
Transient simulation of arbitrary nonuniform interconnection structures characterized by scattering parameters
T Dhaene, L Martens, D De Zutter
IEEE Transactions on Circuits and Systems I Fundamental Theory and …, 1992
911992
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