Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Federico Garbuglia

Faculty of Engineering and Architecture > Department of Information technology

Add to list
- Journal Article
- A2
- open access
On the role of Bayesian learning for electronic design automation : a survey

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

(2023) IEEE ELECTROMAGNETIC COMPATIBILITY MAGAZINE. 12(4). p.77-84
Add to list
- PhD Thesis
Bayesian active learning for modeling and optimization of microwave devices

Federico Garbuglia (UGent)

(2023)
Add to list
- Journal Article
- A1
- open access
Modeling electrically long interconnects using physics-informed delayed gaussian processes

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

(2023) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 65(6). p.1715-1723
Add to list
- Conference Paper
- P1
- open access
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
Add to list
- Journal Article
- A1
- open access
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. 71(6). p.2311-2318
Add to list
- Journal Article
- A1
- open access
Bi-objective Bayesian optimization of engineering problems with cheap and expensive cost functions

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

(2023) ENGINEERING WITH COMPUTERS. 39(3). p.1923-1933
Add to list
- 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
Add to list
- Journal Article
- A1
- open access
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).
Add to list
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).
Add to list
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

1
2

Next →