Author

U. Srivastava

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#machine learning Preprint Aug 2026

SolarFlowRefiner: Refinement-Aware Flow Matching for Surface Solar Radiation Downscaling

High-resolution surface solar radiation (SSR) is important for solar forecasting and grid operation. However, physically consistent reanalysis products are too coarse to resolve localized cloud-driven variability. In this paper, we study a multisource downscaling task that reconstructs high-resolution SolarCube SSR fie...

U. Srivastava, Antonita Racheal, Yi-Heng Chen et al. · 0 citations