Academic Bibliography

Search 200 years of publications by Ghent University researchers.

dr. Azarakhsh Jalalvand

Faculty of Engineering and Architecture > Department of Applied physics

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Hybrid-input FCN-CNN-SE for industrial applications : classification of longitudinal cracks during continuous casting

Davi Alberto Sala (UGent) , Andy Van Yperen-De Deyne (UGent) , Erik Mannens (UGent) and Azarakhsh Jalalvand (UGent)

(2023) METALS. 13(10).
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Cluster-based input weight initialization for echo state networks

Peter Steiner, Azarakhsh Jalalvand (UGent) and Peter Birkholz

(2023) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 34(10). p.7648-7659
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Hybrid static-sensory data modeling for prediction tasks in basic oxygen furnace process

Davi Alberto Sala (UGent) , Andy Van Yperen-De Deyne (UGent) , Erik Mannens (UGent) and Azarakhsh Jalalvand (UGent)

(2023) APPLIED INTELLIGENCE. 53(12). p.15163-15173
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Data science in fusion research : foundations and recent applications

Geert Verdoolaege (UGent) , Jerome Alhage (UGent) , Leonardo Caputo (UGent) , Joseph Hall (UGent) , Azarakhsh Jalalvand (UGent) and Hao Wu (UGent)

(2022) 20th International Congress on Plasma Physics (ICPP 2022), Abstracts.
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Exploring data-driven models for spatiotemporally local classification of Alfven eigenmodes

Alan A. Kaptanoglu, Azarakhsh Jalalvand (UGent) , Alvin Garcia, Max E. Austin, Geert Verdoolaege (UGent) , Jeff Schneider, Christopher J. Hansen, Steven L. Brunton, William W. Heidbrink and Egemen Kolemen

(2022) NUCLEAR FUSION. 62(10).
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DIII-D research advancing the physics basis for optimizing the tokamak approach to fusion energy

M. E. Fenstermacher, J. Abbate, S. Abe, T. Abrams, M. Adams, B. Adamson, N. Aiba, T. Akiyama, P. Aleynikov, E. Allen, et al.

(2022) NUCLEAR FUSION. 62(4).
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PyRCN : a toolbox for exploration and application of Reservoir Computing Networks

Peter Steiner, Azarakhsh Jalalvand (UGent) , Simon Stone and Peter Birkholz

(2022) ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE. 113.
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Real-time and adaptive reservoir computing with application to profile prediction in fusion plasma

Azarakhsh Jalalvand (UGent) , Joseph Abbate, Rory Conlin, Geert Verdoolaege (UGent) and Egemen Kolemen

(2022) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 33(6). p.2630-2641
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Alfven eigenmode classification based on ECE diagnostics at DIII-D using deep recurrent neural networks

Azarakhsh Jalalvand (UGent) , Alan A. Kaptanoglu, Alvin, V Garcia, Andrew O. Nelson, Joseph Abbate, Max E. Austin, Geert Verdoolaege (UGent) , Steven L. Brunton, William W. Heidbrink and Egemen Kolemen

(2022) NUCLEAR FUSION. 62(2).
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- P1
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Unsupervised pretraining of echo state networks for onset detection

Peter Steiner, Azarakhsh Jalalvand (UGent) and Peter Birkholz

(2021) ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING, ICANN 2021, PT V. In Lecture Notes in Computer Science 12895. p.59-70

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