Joris Van den Bergh

According to our database, Joris Van den Bergh authored at least 6 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Diff-Ensemble: An Ensemble of LSTMs and Diffusion Models for Day-Ahead Load Forecasting Using Limited Data.

Stijn Van Raemdonck, Joris Van den Bergh, Brecht Zwaenepoel, Tomas Van Oyen, Dieter Van den Bleeken, Hossein Tabari, Peter Hellinckx

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2025

Postprocessing Solar Radiation with a Self-attentive Transformer for Renewable Energy Predictions.

Aaron Van Poecke, Ayoub Aouraghe, Joris Van den Bergh, Peter Hellinckx, Hossein Tabari

Proceedings of the Advances on P2P, Parallel, Grid, Cloud and Internet Computing, 2025

2024

Self-attentive Transformer for Fast and Accurate Postprocessing of Temperature and Wind Speed Forecasts.

Aaron Van Poecke, Tobias Sebastian Finn, Ruoke Meng, Joris Van den Bergh, Geert Smet, Jonathan Demaeyer, Piet Termonia, Hossein Tabari, Peter Hellinckx

CoRR, 2024

2022

Leveraging Artificial Intelligence and Fleet Sensor Data towards a Higher Resolution Road Weather Model.

Toon Bogaerts, Sylvain Watelet, Niko De Bruyne, Chris Thoen, Tom Coopman, Joris Van den Bergh, Maarten Reyniers, Dirck Seynaeve, Wim Casteels, Steven Latré, Peter Hellinckx

Sensors, 2022

Enhancement of road weather services using vehicle sensor data.

Toon Bogaerts, Sylvain Watelet, Chris Thoen, Tom Coopman, Joris Van den Bergh, Maarten Reyniers, Dirck Seynaeve, Wim Casteels, Steven Latré, Peter Hellinckx

Proceedings of the 19th IEEE Annual Consumer Communications & Networking Conference, 2022

2020

Towards Detection of Road Weather Conditions using Large-Scale Vehicle Fleets.

Siegfried Mercelis, Sylvain Watelet, Wim Casteels, Toon Bogaerts, Joris Van den Bergh, Maarten Reyniers, Peter Hellinckx

Proceedings of the 91st IEEE Vehicular Technology Conference, 2020