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hourly forecasts 1machine learning 1probabilistic forecasting 1temporal downscaling 1weather prediction 1

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stat.ML2026

Pointwise is Pointless? A Multimodal Ablation Study for Precipitation Nowcasting with Graph Neural Networks

Ophélia Miralles, Máté Mile, Christoffer Artturi +2

Sparse point observations are increasingly available for precipitation nowcasting, but it is unclear how much they improve dense radar-field forecasts. We partially address this qu…