Ghent University Academic Bibliography

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Machine learning for fast characterization of magnetic logic devices

Arun Kaintura (UGent) , Kyle Powers Foss (UGent) , Ivo Couckuyt (UGent) , Tom Dhaene (UGent) , Odysseas Zografos, Adrien Vaysset and Bart Soree

(2018) 2018 IEEE ELECTRICAL DESIGN OF ADVANCED PACKAGING AND SYSTEMS SYMPOSIUM (EDAPS 2018). In Electrical Design of Advanced Packaging and Systems Symposium p.1-3
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Hybrid nonlinear modeling using adaptive sampling

Pawel Barmuta, Gustavo Avolio, Francesco Ferranti, Arkadiusz Lewandowski, Luc Knockaert (UGent) and Dominique Schreurs

(2015) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 63(12). p.4501-4510
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Lossy image coding in the pixel domain using a sparse steering kernel synthesis approach

Ruben Verhack (UGent) , Andreas Krutz, Peter Lambert (UGent) , Rik Van de Walle (UGent) and Thomas Sikora

(2014) IEEE International Conference on Image Processing ICIP. p.4807-4811
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Adaptive sampling algorithm for macromodeling of parameterized S-parameter responses

Dirk Deschrijver (UGent) , Karel Crombecq, Huu Minh Nguyen (UGent) and Tom Dhaene (UGent)

(2011) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 59(1). p.39-45
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A surrogate modeling and adaptive sampling toolbox for computer based design

Dirk Gorissen (UGent) , Ivo Couckuyt (UGent) , Piet Demeester (UGent) , Tom Dhaene (UGent) and Karel Crombecq

(2010) JOURNAL OF MACHINE LEARNING RESEARCH. 11. p.2051-2055
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Multiobjective global surrogate modeling, dealing with the 5-percent problem

Dirk Gorissen (UGent) , Ivo Couckuyt (UGent) , Eric Laermans (UGent) and Tom Dhaene (UGent)

(2010) ENGINEERING WITH COMPUTERS. 26(1). p.81-98
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Evolutionary model type selection for global surrogate modeling

Dirk Gorissen (UGent) , Tom Dhaene (UGent) and Filip De Turck (UGent)

(2009) JOURNAL OF MACHINE LEARNING RESEARCH. 10. p.2039-2078

Academic Bibliography

Machine learning for fast characterization of magnetic logic devices

Hybrid nonlinear modeling using adaptive sampling

Lossy image coding in the pixel domain using a sparse steering kernel synthesis approach

Adaptive sampling algorithm for macromodeling of parameterized S-parameter responses

A surrogate modeling and adaptive sampling toolbox for computer based design

Multiobjective global surrogate modeling, dealing with the 5-percent problem

Evolutionary model type selection for global surrogate modeling

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