Ghent University Academic Bibliography

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Composite delay-informed rational kernel for modeling of electrically long interconnects

Tekalegn Mezemr Yihune, Thijs Ullrick (UGent) , Tom Dhaene (UGent) , Dries Peumans and Domenico Spina (UGent)

(2026) IEEE MICROWAVE AND WIRELESS TECHNOLOGY LETTERS. 36(3). p.407-410
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Combining magnetic resonance imaging and evoked potentials enhances machine learning prediction of multiple sclerosis disability worsening

Sofie Aerts, Lorin Werthen-Brabants (UGent) , Hamza Khan, Diana L. Giraldo, Edward De Brouwer, Lotte Geys, Veronica Popescu, Jan Sijbers, Henry C. Woodruff, Tom Dhaene (UGent) , et al.

(2026) FRONTIERS IN IMMUNOLOGY. 17.
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Design of a fabrication-tolerant directional coupler via robust Bayesian optimization

Thijs Ullrick (UGent) , Yichen Liu (UGent) , Jixiang Qingy, Wim Bogaerts (UGent) and Tom Dhaene (UGent)

(2026) ELECTRONICS LETTERS. 62(1).
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Gaussian process kernels for efficient sequential sampling of electromagnetic radiation on spherical surfaces

Yens Lindemans (UGent) , Tim Claeys (UGent) , Davy Pissoort, Ivo Couckuyt (UGent) and Tom Dhaene (UGent)

(2026) IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION. 74(3). p.2640-2651
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KARMA : kernel-aided rational macromodeling of noisy electrical frequency response data

Thijs Ullrick (UGent) , Dirk Deschrijver (UGent) , Wim Bogaerts (UGent) and Tom Dhaene (UGent)

(2026) IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 74(1). p.607-624
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Trade-offs in Bayesian active learning for feasible region identification

Ioana Nikova (UGent) , Sebastian Rojas Gonzalez (UGent) , Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2026) JOURNAL OF INTELLIGENT MANUFACTURING. 37(5). p.2017-2040
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Data-driven hypothesis discovery from disease trajectories in multiple sclerosis

Niels Jodts (UGent) , Lorin Werthen-Brabants (UGent) , Sofie Aerts, Liesbet M. Peeters, Bart Van Wijmeersch, Charlotte Herzeel, Christel Meertens, Roel Wuyts, Tom Dhaene (UGent) and Dirk Deschrijver (UGent)

(2026) FRONTIERS IN IMMUNOLOGY. 17.
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Macromodeling of electrically long structures using a delay-aware rational Szegő kernel

Yens Lindemans (UGent) , Thijs Ullrick (UGent) , Ivo Couckuyt (UGent) , Dirk Deschrijver (UGent) and Tom Dhaene (UGent)

(2026) 2026 IEEE 30th Workshop on Signal and Power Integrity (SPI). In IEEE Workshop on Signal and Power Integrity
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3D activity reconstruction from angular gamma scanning via variational bayes : a proof of concept

Victor Jose Casas Molina (UGent) , Eric Laloy, Bart Rogiers, Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2026) APPLIED RADIATION AND ISOTOPES. 230.
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Visible light positioning for accurate 3D indoor localization

Arman Nikraftar Khiabani (UGent) , Nobby Stevens, Tom Dhaene (UGent) and Ivo Couckuyt (UGent)

(2026) PHOTONICS. 13(7).

Academic Bibliography

Composite delay-informed rational kernel for modeling of electrically long interconnects

Combining magnetic resonance imaging and evoked potentials enhances machine learning prediction of multiple sclerosis disability worsening

Design of a fabrication-tolerant directional coupler via robust Bayesian optimization

Gaussian process kernels for efficient sequential sampling of electromagnetic radiation on spherical surfaces

KARMA : kernel-aided rational macromodeling of noisy electrical frequency response data

Trade-offs in Bayesian active learning for feasible region identification

Data-driven hypothesis discovery from disease trajectories in multiple sclerosis

Macromodeling of electrically long structures using a delay-aware rational Szegő kernel

3D activity reconstruction from angular gamma scanning via variational bayes : a proof of concept

Visible light positioning for accurate 3D indoor localization

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