ACE - a allenai Collection

Ai2 Climate Emulator (ACE) is a family of fast ML models that simulate global atmospheric variability over time scales ranging from hours to centuries

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allenai/ACE-climSST

Updated Jan 8 • 2

Note An ACE model trained on a repeating climatological SST dataset from the FV3GFS model.
allenai/ACE-climSST-EAMv2

Updated 1 day ago

Note An ACE model trained on a repeating climatological SST dataset from the E3SMv2 model.
allenai/ACE2-ERA5

Updated 19 days ago • 4

Note An updated version of the ACE model trained on the ERA5 reanalysis dataset with learned forced responses to historical SST.
allenai/ACE2-SOM

Updated Dec 6, 2024 • 1

Note An updated ACE model that is coupled to a slab ocean model and trained to emulate the sensitivity of the climate to carbon dioxide.
allenai/ACE2-EAMv3

Updated 1 day ago • 1

Note An updated ACE model trained on the E3SMv3 model with learned forced responses to historical SST.
allenai/ACE2-ERA5-sample-output

Viewer • Updated Dec 17, 2024 • 1 • 846

Note Sample output from 2 years of simulation from the ACE2-ERA5 model.

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