Climate-Invariant Machine Learning
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The "Climate-Invariant Machine Learning" manuscript's accompanying data is organized into two folders: "CIML_Fig_Data_v2.zip" contains the data necessary to reproduce all the manuscript's figures by running the Jupyter notebook at this link and to train climate-invariant models by running the Jupyter notebook at this link. "CIML_SPCAM5_Initialization" contains the data necessary to intialize and re-run the three SPCAM5, Earth-like simulations used in the manuscript. See SI A of the manuscript and the notebooks for more details. This is a pre-release: The release will be final if the manuscript if accepted for publication after peer-review.
提供机构:
University of California, Irvine; Massachusetts Institute of Technology; University of Lausanne创建时间:
2023-07-12



