Search Results for author: Stefano Colamonaco

Found 2 papers, 2 papers with code

Wind speed super-resolution and validation: from ERA5 to CERRA via diffusion models

1 code implementation27 Jan 2024 Fabio Merizzi, Andrea Asperti, Stefano Colamonaco

By leveraging the lower resolution ERA5 dataset, which provides boundary conditions for CERRA, we approach this as a super-resolution task.

Management Super-Resolution

Precipitation nowcasting with generative diffusion models

1 code implementation13 Aug 2023 Andrea Asperti, Fabio Merizzi, Alberto Paparella, Giorgio Pedrazzi, Matteo Angelinelli, Stefano Colamonaco

This approach, in comparison to recent deep learning models, substantially outperformed them in terms of overall performance.

Denoising Weather Forecasting

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