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RiverMamba: New AI architecture improves flood forecasting
Extreme weather events such as heavy rain and flooding pose growing challenges for early warning systems worldwide.
Ph.D. student Phillip Si and Assistant Professor Peng Chen developed Latent-EnSF, a technique that improves how ML models assimilate data to make predictions.
A range of national meteorological services across Europe and ECMWF have launched Anemoi, a framework for creating machine learning (ML) weather forecasting systems. Named after the Greek gods of the ...
With heat waves among Europe's deadliest climate hazards, a team of scientists led by CMCC has developed a prediction system capable of providing helpful information four to seven weeks before summer, ...
Meteorologists and other environmental scientists rely on numerical forecast models to aid in developing a weather outlook. These models, such as the American GFS model and European ECMWF model, use ...
How Earth-2 uses AI and GPU hardware to make forecasts. Weather-pattern simulations created with Nvidia’s Omniverse. How GraphCast predicts weather a week-plus in advance. NVIDIA developed an AI ...
Imagine being able to plan your lunch break around a short snowstorm, or time your resort departure with a break in the ...
Scientists at CMCC have developed a machine learning system that can predict European heatwaves up to seven weeks in advance, offering crucial lead time for preparation.
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