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Denvy Deng

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#machine learning Preprint Sep 2026

MW-Nowcast: Six-hour ensemble nowcasting of extreme precipitation

Microsoft Weather Nowcast is presented, a six-hour ensemble radar nowcasting model that jointly learns a deterministic predictor to capture organised precipitation structure shared across ensemble members, and a generator to produce diverse local residuals around this shared prediction.

Ning Wang, Zu-Liang Fang, Wei-Xin Jin et al. · 0 citations

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