2 papers
physics.ao-ph2025
Operational convection-permitting COSMO/ICON ensemble predictions at observation sites (CIENS)
Sebastian Lerch, Benedikt Schulz, Reinhold Hess +4
We present the CIENS dataset, which contains ensemble weather forecasts from the operational convection-permitting numerical weather prediction model of the German Weather Service.…
stat.ML2024
Aggregating distribution forecasts from deep ensembles
Benedikt Schulz, Lutz Köhler, Sebastian Lerch
The importance of accurately quantifying forecast uncertainty has motivated much recent research on probabilistic forecasting. In particular, a variety of deep learning approaches…