Author

Samier Merchant

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Open access Aug 2026

Operational tropical cyclone forecasting with AI

WeatherNext Cyclones (WN-C), an artificial intelligence-based operational weather model that produces state-of-the-art ensemble forecasts of the track, intensity and size of tropical cyclones worldwide, can predict the track, intensity and size of tropical cyclones with an accuracy gain over leading operational models...

Ferran Alet, Tom R. Andersson, Ilan Price et al. · Nature · 8 citations

#machine learning Preprint Sep 2026

WeatherNext 3: Increasing resolution and performance of global weather models with raw observations

Together, WeatherNext 3's capabilities move operational AI-based weather forecasting beyond emulating the traditionally distinct stages of data assimilation, forecasting and post-processing, which helps to further push the frontier of performance and granularity for global weather prediction.

S. Rasp, B. Babenko, Dominic Masters et al. · 2 citations