This repository contains the code for running reference SHiELD-SOM simulations, doing initial data processing, training ACE2-SOM and running inference experiments, and generating figures for the paper titled "ACE2-SOM: Coupling an ML atmospheric emulator to a slab ocean and learning the sensitivity of climate to changed CO2." A link to the pre-print can be found here.
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Experiment configuration and figure notebooks for ACE2-SOM paper
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ai2cm/ace2-som-paper
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Experiment configuration and figure notebooks for ACE2-SOM paper
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