Ghent University Academic Bibliography

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Machine learning in nanoscience and beyond : workflows, data processing, XAI and ITAP metrics, language-based models

Junnan Song (UGent) , Qingjie Sun, Andre Skirtach (UGent) and Bogdan Parakhonskiy (UGent)

(2026) ADVANCES IN COLLOID AND INTERFACE SCIENCE. 349.
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Hybrid modeling of multibody vehicles with partially known physics : discovering complex behaviors of tires

Ehsan Askari Renani (UGent) , Davide Gorgoretti and Guillaume Crevecoeur (UGent)

(2025) MULTIBODY SYSTEM DYNAMICS. 64(3). p.383-414
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- Journal Article
- A1
- open access
Artificial intelligence-based predictive models for shear wave velocity of soils : a comprehensive review

Meghdad Payan (UGent) , Parsa Asadi, Amirhossein Jamaldar, Mahdi Salimi, Payam Zanganeh Ranjbar, Danial Jahed Armaghani, Xuzhen He and Daichao Sheng

(2025) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 155.
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- Journal Article
- A1
- open access
Reservoir computing with all-optical non-fading memory in a self-pulsing microresonator network

Alessio Lugnan, Stefano Biasi, Alessandro Foradori, Peter Bienstman (UGent) and Lorenzo Pavesi

(2025) ADVANCED OPTICAL MATERIALS. 13(11).
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- Journal Article
- A1
- open access
Physics-informed surrogate modelling in fire safety engineering : a systematic review

Ramin Yarmohammadian (UGent) , Florian Put (UGent) and Ruben Van Coile (UGent)

(2025) APPLIED SCIENCES-BASEL. 15(15).
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- Journal Article
- A1
- open access
Reshaping reservoirs with unsupervised Hebbian adaptation

Tanguy Cazalets (UGent) and Joni Dambre (UGent)

(2025) NATURE COMMUNICATIONS. 17(1).
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- Journal Article
- A1
- open access
Estimating remaining usable time of batteries with uncertainty quantification : a case study on base transceiver station application using real-life data

Yonas Tefera, Stijn Luca (UGent) , Dereje Hailemariam Woldegebreal and Peter Karsmakers

(2025) IEEE ACCESS. 13. p.39380-39393
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- Journal Article
- A1
- open access
Hybrid FEM-NN modeling of rate-dependent polymer mechanics across glass transition

Ninghan Tang (UGent) , Pei Hao (UGent) , Juan Miguel Tiscar and Francisco A. Gilabert (UGent)

(2025) INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES. 306.
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- Journal Article
- A1
- open access
Euclid preparation : LXVIII. Extracting physical parameters from galaxies with machine learning

Inja Kovacic (UGent) , Maarten Baes (UGent) , Angelos Nersesian (UGent) , Nick Andreadis (UGent) , L. Nemani, [missing] Abdurro’uf, L. Bisigello, M. Bolzonella, C. Tortora, Arjen van der Wel (UGent) , et al.

(2025) ASTRONOMY & ASTROPHYSICS. 695.
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Distributed representations for cognitive control in frontal medial cortex

Thomas Colin (UGent) , Iris Ikink (UGent) and Clay Holroyd (UGent)

(2025) JOURNAL OF COGNITIVE NEUROSCIENCE. 37(5). p.941-969

Academic Bibliography

Machine learning in nanoscience and beyond : workflows, data processing, XAI and ITAP metrics, language-based models

Hybrid modeling of multibody vehicles with partially known physics : discovering complex behaviors of tires

Artificial intelligence-based predictive models for shear wave velocity of soils : a comprehensive review

Reservoir computing with all-optical non-fading memory in a self-pulsing microresonator network

Physics-informed surrogate modelling in fire safety engineering : a systematic review

Reshaping reservoirs with unsupervised Hebbian adaptation

Estimating remaining usable time of batteries with uncertainty quantification : a case study on base transceiver station application using real-life data

Hybrid FEM-NN modeling of rate-dependent polymer mechanics across glass transition

Euclid preparation : LXVIII. Extracting physical parameters from galaxies with machine learning

Distributed representations for cognitive control in frontal medial cortex

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