Global Forecast System
PulseAugur coverage of Global Forecast System — every cluster mentioning Global Forecast System across labs, papers, and developer communities, ranked by signal.
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China deploys 100,000 homegrown AI chips for advanced weather forecasting
China has developed a sophisticated weather forecasting system utilizing 100,000 domestically produced AI chips. This new system, running on the Sugon 8,000 platform, can predict weather patterns with a 5km resolution u…
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New AI method improves hourly precipitation forecasts
Researchers have developed a new method called "Attention Residual U-Net" for probabilistic quantitative precipitation forecasting. This neural network is trained on numerical weather prediction data from The Weather Co…
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Machine learning models boost weather forecast accuracy with new data synthesis and integration techniques
Researchers have developed new machine learning models to improve weather forecasting accuracy. One model, Nested-EAGLE, integrates short- and medium-range predictions with a 0.25° global resolution and a 6 km refinemen…
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AI model ORCA corrects marine wind forecasts with 45% improvement
Researchers have developed ORCA, a transformer-based deep learning model designed to correct errors in numerical weather predictions for marine winds. By assimilating in-situ observations, ORCA adjusts Global Forecast S…
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New AI model enhances 3D hydrometeor forecasting with physics guidance
Researchers have developed PredHydro-Net, a novel deep learning framework designed to improve 3D hydrometeor forecasting. This physics-guided model addresses the limitations of standard deep learning in predicting extre…