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physics.ao-ph2026
Varda-single-1.0: deterministic data-driven weather forecasting at 1 km resolution over Switzerland's complex topography
Alberto Pennino, Francesco Zanetta, Michele Cattaneo +28
We present Varda-single-1.0, a medium-range data-driven weather prediction system built for the Alpine domain. It provides hourly deterministic regional forecasts on a mesh of 1 km…
physics.ao-ph2022★ 4 cited
Physics-constrained deep learning postprocessing of temperature and humidity
Francesco Zanetta, Daniele Nerini, Tom Beucler +1
Weather forecasting centers currently rely on statistical postprocessing methods to minimize forecast error. This improves skill but can lead to predictions that violate physical p…