Ghent University Academic Bibliography

Your filters: cql: keyword exact "artificial neural networks"

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An artificial intelligence approach for coastal structures adaptation to climate change : insights from a case study in the Mediterranean Sea

Nerea Portillo Juan, Javier Olalde Rodríguez, Vicente Negro Valdecantos, Jose María del Campo and Peter Troch (UGent)

(2026) JOURNAL OF MARINE SCIENCE AND ENGINEERING. 14(5). p.455-476
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- PhD Thesis
Advanced techniques for isolating sounds of interest in AI listening

Tomasz Leszek Grzywalski (UGent)

(2025)
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Artificial neural network with photonic reservoir for multiclass modulation format identification

Guillermo von Huenefeld, Mahdi Kaveh, Joseph Hopfmueller, Pooyan Safari, Enes Seker, Rijil Thomas, Mahtab Aghaeipour, David Stahl, Stephan Suckow, Peter Bienstman (UGent) , et al.

(2025) JOURNAL OF LIGHTWAVE TECHNOLOGY. 43(9). p.4175-4182
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Implementing deep learning techniques in port agitation studies under the context of climate change

Rafail Ioannou (UGent) , Nerea Portillo Juan, Javier Olalde Rodríguez, Vicente Negro Valdecantos and Peter Troch (UGent)

(2025) JOURNAL OF MARINE SCIENCE AND ENGINEERING. 13(11).
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Accurate and efficient junction mixing prediction in water distribution networks via surrogate modelling

Pablo Gallo (UGent) , Cristian Camilo Gómez Cortés (UGent) , Elena Torfs (UGent) , Ingmar Nopens (UGent) , Saba Daneshgar (UGent) and David Fernandes del Pozo (UGent)

(2025) JOURNAL OF WATER PROCESS ENGINEERING. 77.
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Neural network based fatigue lifetime prediction of metals subjected to block loading

Jelle Plets, Quinten Bouckaert, Bilal Ahmed (UGent) , Wim De Waele (UGent) and Kris Hectors (UGent)

(2024) INTERNATIONAL JOURNAL OF FATIGUE. 183.
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Improving deep neural network random initialization through neuronal rewiring

Leonardo Scabini, Bernard De Baets (UGent) and Odemir Martinez Bruno (UGent)

(2024) NEUROCOMPUTING. 599.
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Transfer learning for UWB error correction and (N)LOS classification in multiple environments

Jaron Fontaine (UGent) , Fuhu Che, Adnan Shahid (UGent) , Ben Van Herbruggen, Qasim Zeeshan Ahmed, Waqas Bin Abbas and Eli De Poorter (UGent)

(2024) IEEE INTERNET OF THINGS JOURNAL. 11(3). p.4085-4101
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Programmable tanh- and ELU-based photonic neurons in optics-informed neural networks

Stefanos Kovaios, Christos Pappas, Miltiadis Moralis-Pegios, Apostolos Tsakyridis, George Giamougiannis, Manos Kirtas, Joris Van Kerrebrouck (UGent) , Gertjan Coudyzer (UGent) , Xin Yin (UGent) , Nikolaos Passalis, et al.

(2024) JOURNAL OF LIGHTWAVE TECHNOLOGY. 42(10). p.3652-3660
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Strength prediction of a steel pipe having a hemi-ellipsoidal corrosion defect repaired by GFRP composite patch using artificial neural network

Abdelmoumin Oulad Brahim, Idir Belaidi, Samir Khatir (UGent) , Thanh Cuong Le, Seyedali Mirjalili and Magd Abdel Wahab (UGent)

(2023) COMPOSITE STRUCTURES. 304(2).

Academic Bibliography

An artificial intelligence approach for coastal structures adaptation to climate change : insights from a case study in the Mediterranean Sea

Advanced techniques for isolating sounds of interest in AI listening

Artificial neural network with photonic reservoir for multiclass modulation format identification

Implementing deep learning techniques in port agitation studies under the context of climate change

Accurate and efficient junction mixing prediction in water distribution networks via surrogate modelling

Neural network based fatigue lifetime prediction of metals subjected to block loading

Improving deep neural network random initialization through neuronal rewiring

Transfer learning for UWB error correction and (N)LOS classification in multiple environments

Programmable tanh- and ELU-based photonic neurons in optics-informed neural networks

Strength prediction of a steel pipe having a hemi-ellipsoidal corrosion defect repaired by GFRP composite patch using artificial neural network

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