Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Domenico Spina

Faculty of Engineering and Architecture > Department of Information technology

Work address: Technologiepark Zwijnaarde 126
9052 Zwijnaarde
Email: Domenico.Spina@UGent.be
ORCID iD: 0000-0003-2379-5259

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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)

(2022) ENGINEERING WITH COMPUTERS.
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Satellite based fault diagnosis of photovoltaic systems using recurrent neural networks

Jonas Van Gompel (UGent) , Domenico Spina (UGent) and Chris Develder (UGent)

(2022) APPLIED ENERGY. 305.
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- Journal Article
- A1
- open access
Frequency domain behavior of S‐parameters piecewise‐linear fitting in a digital‐wave framework

Piero Belforte, Domenico Spina (UGent) , Maria Denise Astorino, Giulio Antonini and Maurizio Ferrari

(2022) INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS. 35(1).
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Adaptive sampling with automatic stopping for feasible region identification in engineering design

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

(2022) ENGINEERING WITH COMPUTERS.
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- Book Chapter
Chapter 10 : Mixed epistemic-aleatory uncertainty using a new polynomial chaos formulation combined with machine learning

Domenico Spina (UGent) , Tom Dhaene (UGent) and Flavia Grassi

(2021) Uncertainty quantification of electromagnetic devices, circuits, and systems. p.243-262
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- Journal Article
- A1
- open access
Complex vector fitting toolbox : a software package for the modelling and simulation of general linear and passive baseband systems

Domenico Spina (UGent) , Yinghao Ye, Dirk Deschrijver (UGent) , Wim Bogaerts (UGent) and Tom Dhaene (UGent)

(2021) ELECTRONICS LETTERS. 57(10). p.404-406
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Temporal convolutional networks for fault diagnosis of photovoltaic systems using satellite and inverter measurements

Jonas Van Gompel (UGent) , Domenico Spina (UGent) and Chris Develder (UGent)

(2021) BuildSys 2021, the 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities and Transportation, Proceedings. p.180-183
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- Journal Article
- A1
- open access
Bayesian active learning for multi-objective feasible region identification in microwave devices

Federico Garbuglia (UGent) , Jixiang Qing (UGent) , Nicolas Knudde (UGent) , 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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- Conference Paper
- P1
- open access
Machine learning-based characterization of SNR in digital satellite communication links

Brecht Dhuyvetters, Daniel Delaruelle, Hendrik Rogier (UGent) , Tom Dhaene (UGent) , Dries Vande Ginste (UGent) and Domenico Spina (UGent)

(2021) 2021 15TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION (EUCAP). In Proceedings of the European Conference on Antennas and Propagation
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- Journal Article
- A1
- open access
Machine-learning-based hybrid random-fuzzy uncertainty quantification for EMC and SI assessment

Simon De Ridder, Domenico Spina (UGent) , Nicola Toscani, Flavia Grassi, Dries Vande Ginste (UGent) and Tom Dhaene (UGent)

(2020) IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY. 62(6). p.2538-2546

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