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Temporary slowdowns in decadal warming predictions by a neural network

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Temporary slowdowns in decadal warming predictions by a neural network

  1. 1. 1. An artificial neural network predicts the onset of slowdowns in decadal warming trends of global mean surface temperature 2. Explainable AI reveals the neural network is leveraging tropical patterns of ocean heat content anomalies to make its predictions 3. Transitions in the phase of the Interdecadal Pacific Oscillation are frequently associated with warming slowdown predictions in CESM2-LE Temporary slowdowns in decadal warming predictions by a neural network Labe, Z.M. and E.A. Barnes (2022), Predicting slowdowns in decadal climate warming trends with explainable neural networks. Geophysical Research Letters, DOI:10.1029/2022GL098173 Paper

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