3 papers
physics.ao-ph2025
Evaluating the Prediction of Wind Power Ramping Events in the Belgian Offshore Zone
Ruoke Meng, Geert Smet, Dieter Van den Bleeken +5
Evaluations are presented for the prediction of wind power ramping events in the Belgian Offshore Zone. Two models from the Royal Meteorological Institute of Belgium are verified:…
physics.ao-ph2025
A comparison of stretched-grid and limited-area modelling for data-driven regional weather forecasting
Jasper S. Wijnands, Michiel Van Ginderachter, Bastien François +3
Regional machine learning weather prediction (MLWP) models based on graph neural networks have recently demonstrated remarkable predictive accuracy, outperforming numerical weather…
cs.LG2025
Self-attentive Transformer for Fast and Accurate Postprocessing of Temperature and Wind Speed Forecasts
Aaron Van Poecke, Tobias Sebastian Finn, Ruoke Meng +6
Current postprocessing techniques often require separate models for each lead time and disregard possible inter-ensemble relationships by either correcting each member separately o…