Search Results for author: Clemens Simmer

Found 1 papers, 0 papers with code

Downscaling near-surface atmospheric fields with multi-objective Genetic Programming

no code implementations7 Jul 2014 Tanja Zerenner, Victor Venema, Petra Friederichs, Clemens Simmer

We apply multi-objective Genetic Programming (GP) to a training data set of high-resolution atmospheric model runs to learn equations or short programs that reconstruct the fine-scale fields (e. g., 400 m resolution) of the near-surface atmospheric state variables from the coarse atmospheric model output (e. g., 2. 8 km resolution).

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