25 citations · 25 across the 2 of their papers we have counts for
2 papers
physics.ao-ph2023★ 25 cited
Latent diffusion models for generative precipitation nowcasting with accurate uncertainty quantification
Jussi Leinonen, Ulrich Hamann, Daniele Nerini +2
Diffusion models have been widely adopted in image generation, producing higher-quality and more diverse samples than generative adversarial networks (GANs). We introduce a latent…
cs.CY2019
MASS-UMAP: Fast and accurate analog ensemble search in weather radar archive
Gabriele Franch, Giuseppe Jurman, Luca Coviello +2
The use of analogs - similar weather patterns - for weather forecasting and analysis is an established method in meteorology. The most challenging aspect of using this approach in…