US EditionAccurate Medium-Range Global Weather Forecasting with 3D Neural Networks
7 Articles
7 Articles
Accurate medium-range global weather forecasting with 3D neural networks
Weather forecasting is important for science and society. At present, the most accurate forecast system is the numerical weather prediction (NWP) method, which represents atmospheric states as discretized grids and numerically solves partial differential equations that describe the transition between those states1. However, this procedure is computationally expensive. Recently, artificial-intelligence-based methods2 have shown potential in accel…
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Severe weather events, such as heavy rains, are on the rise all over the world, causing loss of human life and great economic damage. Therefore, the existence of reliable and detailed forecasts would reduce these ravages. One of the objectives of meteorologists is precisely to refine the effectiveness of prediction of storms and other similar events. Researchers at the Karlsruhe Institute of Technology (KIT), in Germany, have developed a new met…
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