PW-FouCast fuses radar observations with Pangu-Weather spectral priors via frequency modulation, memory, and inverted attention to achieve SOTA nowcasting on SEVIR and MeteoNet while extending reliable horizons.
Frequency-dynamic attention modulation for dense prediction,
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Extending Precipitation Nowcasting Horizons via Spectral Fusion of Radar Observations and Foundation Model Priors
PW-FouCast fuses radar observations with Pangu-Weather spectral priors via frequency modulation, memory, and inverted attention to achieve SOTA nowcasting on SEVIR and MeteoNet while extending reliable horizons.