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# DDIM-DSC: 4× Downscaling of Wind Velocities
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**DDIM-DSC** is a custom-trained [Denoising Diffusion Implicit Model (DDIM)](https://github.com/huggingface/diffusers) designed for the **
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It performs **4× spatial downscaling** on 2-channel wind fields (u and v components), using **ERA5** as low-resolution input and **COSMO-REA6** as the high-resolution target.
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# DDIM-DSC: 4× Downscaling of Wind Velocities
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**DDIM-DSC** is a custom-trained [Denoising Diffusion Implicit Model (DDIM)](https://github.com/huggingface/diffusers) designed for the **downscaling of wind velocity fields** from coarse- to high-resolution using reanalysis data.
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It performs **4× spatial downscaling** on 2-channel wind fields (u and v components), using **ERA5** as low-resolution input and **COSMO-REA6** as the high-resolution target.
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