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20202024
most citedImproving data-driven global weather prediction using deep convolutional neural networks on a cubed sphere

300 citations · 486 across the 3 of their papers we have counts for

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Showing 2021Show all

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physics.ao-ph2021★ 162 cited

Sub-seasonal forecasting with a large ensemble of deep-learning weather prediction models

Jonathan A. Weyn, Dale R. Durran, Rich Caruana +1

We present an ensemble prediction system using a Deep Learning Weather Prediction (DLWP) model that recursively predicts key atmospheric variables with six-hour time resolution. Th…