18 citations · 24 across the 8 of their papers we have counts for
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cs.LG2024★ 1 cited
Graph Neural Networks and Spatial Information Learning for Post-Processing Ensemble Weather Forecasts
Moritz Feik, Sebastian Lerch, Jan Stühmer
Ensemble forecasts from numerical weather prediction models show systematic errors that require correction via post-processing. While there has been substantial progress in flexibl…
stat.AP2024★ 4 cited
Comparison of Model Output Statistics and Neural Networks to Postprocess Wind Gusts
Cristina Primo, Benedikt Schulz, Sebastian Lerch +1
Wind gust prediction plays an important role in warning strategies of national meteorological services due to the high impact of its extreme values. However, forecasting wind gusts…