2 papers
physics.ao-ph2026
HourGlass: A probabilistic data-driven temporal downscaler for global and regional weather forecasting
Magnus Sikora Ingstad, Mariana C. A. Clare, Olav Ersland +16
Many forecast applications require high frequency temporal resolution, yet most state-of-the-art data-driven weather forecasting systems operate at 6-hourly resolution. Although di…
physics.ao-ph2026
Enhancing a high resolution data-driven weather prediction model with surface descriptors
Åsmund Bakketun, Håvard Homleid Haugen, Jostein Blyverket +2
We study the importance of surface characteristics when forecasting near-surface variables with a data-driven weather prediction model. To target the challenge of predicting small-…