7 citations · 45 across the 13 of their papers we have counts for
Showing 2021 · physics.ao-phShow all
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physics.ao-ph2021★ 3 cited
Reduced order modeling of dynamical systems using artificial neural networks applied to water circulation
Alberto Costa Nogueira, João Lucas de Sousa Almeida, Guillaume Auger +1
General circulation models are essential tools in weather and hydrodynamic simulation. They solve discretized, complex physical equations in order to compute evolutionary states of…
physics.ao-ph2021
Long-Range Seasonal Forecasting of 2m-Temperature with Machine Learning
Etienne E. Vos, Ashley Gritzman, Sibusisiwe Makhanya +2
A significant challenge in seasonal climate prediction is whether a prediction can beat climatology. We hereby present results from two data-driven models - a convolutional (CNN) a…