4 citations · 4 across the 2 of their papers we have counts for
3 papers
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…
Efficient modeling of sub-kilometer surface wind with Gaussian processes and neural networks
Francesco Zanetta, Daniele Nerini, Matteo Buzzi +1
Accurately representing surface weather at the sub-kilometer scale is crucial for optimal decision-making in a wide range of applications. This motivates the use of statistical tec…
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…