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Found 3 papers, 3 papers with code
Latent diffusion models for generative precipitation nowcasting with accurate uncertainty quantification
We benchmark it against the GAN-based Deep Generative Models of Rainfall (DGMR) and a statistical model, PySTEPS.
Thunderstorm nowcasting with deep learning: a multi-hazard data fusion model
Predictions of thunderstorm-related hazards are needed in several sectors, including first responders, infrastructure management and aviation.
Seamless lightning nowcasting with recurrent-convolutional deep learning
A deep learning model is presented to nowcast the occurrence of lightning at a five-minute time resolution 60 minutes into the future.
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