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-ph2024
AI-based data assimilation: Learning the functional of analysis estimation
Jan D. Keller, Roland Potthast
The integration of observational data into numerical models, known as data assimilation (DA), is fundamental for making Numerical Weather Prediction (NWP) possible, with breathtaki…