Ghent University Academic Bibliography

Journal Article
A1
open access

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.

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Conference Paper
P1
open access

Learning physics-informed simulation models for soft robotic manipulation : a case study with dielectric elastomer actuators

Manu Lahariya (UGent) , Craig Innes, Chris Develder (UGent) and Subramanian Ramamoorthy

(2022) 2022 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS). In IEEE International Conference on Intelligent Robots and Systems p.11031-11038

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Journal Article
A1
open access

Training neural networks using Metropolis Monte Carlo and an adaptive variant

Stephen Whitelam, Viktor Selin, Ian Benlolo, Corneel Casert (UGent) and Isaac Tamblyn

(2022) MACHINE LEARNING-SCIENCE AND TECHNOLOGY. 3(4).

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Neural network augmented physics models for systems with partially unknown dynamics : application to slider-crank mechanism

Wannes De Groote (UGent) , Edward Kikken, Erik Hostens, Sofie Van Hoecke (UGent) and Guillaume Crevecoeur (UGent)

(2022) IEEE-ASME TRANSACTIONS ON MECHATRONICS. 27(1). p.103-114

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Journal Article
A1
open access

A review of evaluation practices of gesture generation in embodied conversational agents

Pieter Wolfert (UGent) , Nicole Robinson and Tony Belpaeme (UGent)

(2022) IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS. 52(3). p.379-389

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Prediction of wave overtopping discharge on coastal protection structure using SPH-based and neural networks method

Bao-Loi Dang (UGent) , Quoc Viet Dang, Magd Abdel Wahab (UGent) and H. Nguyen-Xuan

(2022) Proceedings of the 4th International Conference on Numerical Modelling in Engineering : volume 1 : Numerical modelling in Civil Engineering, NME 2021. In Lecture Notes in Civil Engineering 217. p.71-79

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Journal Article
A1
open access

Physics-based neural network models for prediction of cam-follower dynamics beyond nominal operations

Wannes De Groote (UGent) , Sofie Van Hoecke (UGent) and Guillaume Crevecoeur (UGent)

(2022) IEEE-ASME TRANSACTIONS ON MECHATRONICS. 27(4). p.2345-2355

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Global maps and factors driving forest foliar elemental composition : the importance of evolutionary history

Helena Vallicrosa, Jordi Sardans, Joan Maspons, Paolo Zuccarini, Marcos Fernández‐Martínez, Marijn Bauters (UGent) , Daniel S. Goll, Philippe Ciais, Michael Obersteiner, Ivan A. Janssens, et al.

(2022) NEW PHYTOLOGIST. 233(1). p.169-181

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Journal Article
A1
open access

Model predictive control with a cascaded Hammerstein neural network of a wind turbine providing frequency containment reserve

Nezmin Kayedpour (UGent) , Arash Ebneali Samani (UGent) , Jeroen De Kooning (UGent) , Lieven Vandevelde (UGent) and Guillaume Crevecoeur (UGent)

(2022) IEEE TRANSACTIONS ON ENERGY CONVERSION. 37(1). p.198-209

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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

Academic Bibliography

Hybrid static-sensory data modeling for prediction tasks in basic oxygen furnace process

Learning physics-informed simulation models for soft robotic manipulation : a case study with dielectric elastomer actuators

Training neural networks using Metropolis Monte Carlo and an adaptive variant

Neural network augmented physics models for systems with partially unknown dynamics : application to slider-crank mechanism

A review of evaluation practices of gesture generation in embodied conversational agents

Prediction of wave overtopping discharge on coastal protection structure using SPH-based and neural networks method

Physics-based neural network models for prediction of cam-follower dynamics beyond nominal operations

Global maps and factors driving forest foliar elemental composition : the importance of evolutionary history

Model predictive control with a cascaded Hammerstein neural network of a wind turbine providing frequency containment reserve

Real-time and adaptive reservoir computing with application to profile prediction in fusion plasma

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