MambaRain integrates Mamba's efficient long-sequence modeling with attention mechanisms and a spectral loss to extend accurate deterministic precipitation nowcasting from 0-2 hours to 0-3 hours.
Precipitation retrieval integrating multiple satellite observations: A dataset and a framework
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MambaRain: Multi-Scale Mamba-Attention Framework for 0-3 Hour Precipitation Nowcasting
MambaRain integrates Mamba's efficient long-sequence modeling with attention mechanisms and a spectral loss to extend accurate deterministic precipitation nowcasting from 0-2 hours to 0-3 hours.