71 citations · 95 across the 3 of their papers we have counts for
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physics.ao-ph2020★ 12 cited
Identifying Opportunities for Skillful Weather Prediction with Interpretable Neural Networks
Elizabeth A. Barnes, Kirsten Mayer, Benjamin Toms +2
The atmosphere is chaotic. This fundamental property of the climate system makes forecasting weather incredibly challenging: it's impossible to expect weather models to ever provid…
physics.ao-ph2020★ 71 cited
Indicator patterns of forced change learned by an artificial neural network
Elizabeth A. Barnes, Benjamin Toms, James W. Hurrell +3
Many problems in climate science require the identification of signals obscured by both the "noise" of internal climate variability and differences across models. Following previou…