Search Results for author: Tim N. Palmer

Found 2 papers, 1 papers with code

A Generative Deep Learning Approach to Stochastic Downscaling of Precipitation Forecasts

no code implementations5 Apr 2022 Lucy Harris, Andrew T. T. McRae, Matthew Chantry, Peter D. Dueben, Tim N. Palmer

Despite continuous improvements, precipitation forecasts are still not as accurate and reliable as those of other meteorological variables.

Super-Resolution Weather Forecasting

Machine-Learned Preconditioners for Linear Solvers in Geophysical Fluid Flows

1 code implementation6 Oct 2020 Jan Ackmann, Peter D. Düben, Tim N. Palmer, Piotr K. Smolarkiewicz

It is tested whether machine learning methods can be used for preconditioning to increase the performance of the linear solver -- the backbone of the semi-implicit, grid-point model approach for weather and climate models.

BIG-bench Machine Learning

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