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Nadja Klein

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#machine learning Preprint Sep 2026

PROSWIN: Probabilistic Solar Wind Speed Forecasting Using Deep Distributional Regression From Solar Images

Accurately predicting fast solar wind conditions is challenging, as uncertainties are large and unquantified by traditional single-value prediction models. In particular, the risks of high-speed solar wind streams (HSSs), which can cause damage to technological infrastructure, cannot be reliably assessed without probab...

Daniel F. Collin, Y. Shprits, Luca Chiarabini et al. · 0 citations

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