output
20072025
most citedStatistical Postprocessing for Weather Forecasts -- Review, Challenges and Avenues in a Big Data World

205 citations

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Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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cs.LG2024★ 2 cited

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…

cs.LG2021★ 93 cited

Deep Learning-based Extreme Heatwave Forecast

Valérian Jacques-Dumas, Francesco Ragone, Pierre Borgnat +2

Because of the impact of extreme heat waves and heat domes on society and biodiversity, their study is a key challenge. We specifically study long-lasting extreme heat waves, which…