2 papers
physics.ao-ph2026
AICON: An operational global machine learning weather forecasting model
Tobias Goecke, Marek Jacob, Florian Prill +9
We introduce AICON, a global machine learning weather prediction (MLWP) model which generates forecasts at 13 km spatial resolution with a 3-hour time step, trained on the high-res…
physics.ao-ph2025
Arnoldi Singular Vector perturbations for machine learning weather prediction
Jens Winkler, Michael Denhard
Since weather forecasts are fundamentally uncertain, reliable decision making requires information on the likelihoods of future weather scenarios. We explore the sensitivity of mac…