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physics.ao-ph2023
Further analysis of cGAN: A system for Generative Deep Learning Post-processing of Precipitation
Fenwick C. Cooper, Andrew T. T. McRae, Matthew Chantry +2
The conditional generative adversarial rainfall model "cGAN" developed for the UK \cite{Harris22} was trained to post-process into an ensemble and downscale ERA5 rainfall to 1km re…
physics.ao-ph2014★ 43 cited
Optimisation of an idealised ocean model, stochastic parameterisation of sub-grid eddies
Fenwick C. Cooper, Laure Zanna
An optimisation scheme is developed to accurately represent the sub-grid scale forcing of a high dimensional chaotic ocean system. Using a simple parameterisation scheme, the veloc…