108 citations · 159 across the 4 of their papers we have counts for
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physics.ao-ph2020★ 108 cited
A comparative study of convolutional neural network models for wind field downscaling
Kevin Höhlein, Michael Kern, Timothy Hewson +1
We analyze the applicability of convolutional neural network (CNN) architectures for downscaling of short-range forecasts of near-surface winds on extended spatial domains. Short-r…
physics.ao-ph2020★ 46 cited
A new low-cost technique improves weather forecasts across the world
Tim D. Hewson, Fatima M. Pillosu
Computer-generated forecasts divide the earth's surface into gridboxes, each now ~25% of the size of London, and predict one value per gridbox. If weather varies markedly within a…