Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Federico Garbuglia

Faculty of Engineering and Architecture > Department of Information technology

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Modeling S-parameters of interconnects using periodic Gaussian process kernels

Federico Garbuglia (UGent) , Domenico Spina (UGent) , Torsten Reuschel, Christian Schuster, Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2023) 2023 IEEE 27th Workshop on Signal and Power Integrity (SPI). In IEEE Workshop on Signal and Power Integrity
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Bayesian optimization for microwave devices using deep GP spectral surrogate models

Federico Garbuglia (UGent) , Domenico Spina (UGent) , Dirk Deschrijver (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2023) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES.
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Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions

Nasrulloh Ratu Bagus Satrio (UGent) , Ivo Couckuyt (UGent) , Federico Garbuglia (UGent) , Domenico Spina (UGent) , Inneke Van Nieuwenhuyse and Tom Dhaene (UGent)

(2023) ENGINEERING WITH COMPUTERS.
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- Book Chapter
Deep learning techniques for digital satellite communications

Federico Garbuglia (UGent) , Tom Dhaene (UGent) and Domenico Spina (UGent)

(2022) Applications of deep learning in electromagnetics : teaching Maxwell's equations to machines. p.313-343
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Bayesian active learning for received signal strength-based visible light positioning

Federico Garbuglia (UGent) , Willem Raes, Jorik De Bruycker, Nobby Stevens, Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2022) IEEE PHOTONICS JOURNAL. 14(6).
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S-parameter modeling and optimization using deep Gaussian processes

Federico Garbuglia (UGent) , Domenico Spina (UGent) , Dirk Deschrijver (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2022) 2022 24TH INTERNATIONAL MICROWAVE AND RADAR CONFERENCE (MIKON).
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Bayesian active learning for radiation pattern sampling over cylindrical surfaces

Federico Garbuglia (UGent) , Tim Claeys, Ivo Couckuyt (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2022) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 64(5). p.1391-1398
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Adaptive sampling with automatic stopping for feasible region identification in engineering design

Jixiang Qing (UGent) , Nicolas Knudde, Federico Garbuglia (UGent) , Domenico Spina (UGent) , Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2022) ENGINEERING WITH COMPUTERS. 38(suppl. 3). p.1955-1972
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Bayesian active learning for multi-objective feasible region identification in microwave devices

Federico Garbuglia (UGent) , Jixiang Qing (UGent) , Nicolas Knudde, Domenico Spina (UGent) , Ivo Couckuyt (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2021) ELECTRONICS LETTERS. 57(10). p.400-403
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Evaluation of generative modeling techniques for frequency responses

Federico Garbuglia (UGent) , Domenico Spina (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2020) ENGINEERING PROCEEDINGS. 3(1).