Leadsee-Precip is a deep learning diagnostic model that converts circulation fields into 6-hour precipitation with a loss weighted toward rare heavy rain, and reports strong hit scores for heavy rain in China.
Swinrdm: integrate swinrnn with diffusion model towards high-resolution and high-quality weather forecasting
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Leadsee-Precip: A Deep Learning Diagnostic Model for Precipitation
Leadsee-Precip is a deep learning diagnostic model that converts circulation fields into 6-hour precipitation with a loss weighted toward rare heavy rain, and reports strong hit scores for heavy rain in China.