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physics.ao-ph2023
Intraday probabilistic forecasts of solar resources with cloud scale-dependent autoregressive advection
Alberto Carpentieri, Seppo Pulkkinen, Daniele Nerini +3
Solar energy supply is usually highly volatile which limits its integration in the power grid. Accurate probabilistic intraday forecasts of solar resources are essential to increas…
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…