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@@ -13,8 +13,11 @@ Ai2 Climate Emulator (ACE) is a family of models designed to simulate atmospheri
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  ACE-climSST is the original ACE model, as described in [ACE: A fast, skillful learned global atmospheric model for climate prediction](https://arxiv.org/abs/2310.02074).
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  It is trained on output from the FV3GFS atmospheric model forced with annually-repeating climatological sea surface temperature.
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- Code for doing inference with ACE models can be found here: [https://github.com/ai2cm/ace](https://github.com/ai2cm/ace)
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- with corresponding documentation here: [https://ai2-climate-emulator.readthedocs.io/en/stable/](https://ai2-climate-emulator.readthedocs.io/en/stable/).
 
 
 
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  Briefly, the strengths of ACE-climSST are:
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  - long-term stability
 
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  ACE-climSST is the original ACE model, as described in [ACE: A fast, skillful learned global atmospheric model for climate prediction](https://arxiv.org/abs/2310.02074).
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  It is trained on output from the FV3GFS atmospheric model forced with annually-repeating climatological sea surface temperature.
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+ Quick links:
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+ - πŸ“ƒ [Paper](https://arxiv.org/abs/2310.02074)
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+ - πŸ’» [Code](https://github.com/ai2cm/ace)
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+ - πŸ’¬ [Docs](https://ai2-climate-emulator.readthedocs.io/en/stable/)
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+ - πŸ“‚ [All Models](https://huggingface.co/collections/allenai/ace-67327d822f0f0d8e0e5e6ca4)
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  Briefly, the strengths of ACE-climSST are:
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  - long-term stability