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Faster Faster — machine learning our way to a new generation of storm-resolving Earth system models
Exa-scale computing is enabling Earth-system models with greatly increased physical fidelity. These advances come at considerable computational cost. Machine learning, through its ability to efficiently identify, extract, and manipulate the information content of this new generation of models, can contribute to efforts to use these new models most effectively, advancing methods that may also generalize to a larger class of problems.