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Author

Timothy A. Smith

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Preprint Aug 2026

Bridging short- and medium-range weather forecasting with machine learning

Nested-EAGLE (Experimental Artificial intelligence Global and Limited-area Ensemble) is presented, showing that the skill gains for near-surface fields stem from incorporating high-resolution regional analysis data into training through the nesting process, and provides the most accurate forecasts of storm locations at...

Timothy A. Smith, Mariah Pope, Sergey Frolov et al. · 2 citations

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