Ghent University Academic Bibliography

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Statistical modeling of frequency responses using linear Bayesian vector fitting

Simon De Ridder (UGent) , Dirk Deschrijver (UGent) , Domenico Spina (UGent) , Dries Vande Ginste (UGent) and Tom Dhaene (UGent)

(2020) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS.
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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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- Journal Article
- A1
- open access
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

Statistical modeling of frequency responses using linear Bayesian vector fitting

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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