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Home/Authors/Gijs van Nieuwkoop

Gijs van Nieuwkoop

1 indexed paper

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26

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ML×1AI×1

Frequent co-authors

Siamak Mehrkanoon1×

Research Timeline

2026
Beyond MSE: Improving Precipitation Nowcasting with Multi-Quantile Regression

The paper demonstrates that replacing standard pointwise losses (like MSE) with multi-quantile regression significantly improves precipitation nowcasting accuracy and provides valuable risk estimates for heavy rainfall.

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Papers

cs.LGcs.AIRecentMay 28, 2026

Beyond MSE: Improving Precipitation Nowcasting with Multi-Quantile Regression

Gijs van Nieuwkoop, Siamak Mehrkanoon

The paper demonstrates that replacing standard pointwise losses (like MSE) with multi-quantile regression significantly improves precipitation nowcasting accuracy and provides valuable risk estimates…

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