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hourly forecasts 1machine learning 1probabilistic forecasting 1temporal downscaling 1weather prediction 1

From the 1 of 1 linked paper with an AI index.

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1 paper

physics.ao-ph2026

HourGlass: A probabilistic data-driven temporal downscaler for global and regional weather forecasting

Magnus Sikora Ingstad, Mariana C. A. Clare, Olav Ersland +16

HourGlass is a probabilistic, data‑driven method that downscales 6‑hourly weather forecasts to hourly resolution, preserving small‑scale spatial detail and temporal consistency.