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Makoto Misaizu

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#machine learning Preprint Sep 2026

Physics-Guided Flow-Map Matching for Precipitation Nowcasting

Precipitation nowcasting, generating future radar fields from past observations, is critical for flood warning and disaster response. It is also a demanding benchmark for spatiotemporal generative modeling, with chaotic dynamics, heavy-tailed intensities, and rare high-intensity structures that matter most. Determinist...

Shunya Nagashima, Takumi Bannai, Makoto Misaizu et al. · 0 citations

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