GitHub - ShihengDuan/NeuralStoryHeat: Nudging and ensemble involution with NeuralGCM

This is the repository for storyline analysis (pseudo-global warming) with NeuralGCM.

Work is conducted with Livermore Computing (data analysis) and NERSC (simulations).

A paper is available on ArXiv: https://arxiv.org/abs/2410.09120
Will update official manuscript.

Name		Name	Last commit message	Last commit date
Latest commit History 4 Commits
nersc		nersc
.gitattributes		.gitattributes
.gitignore		.gitignore
E3SM-land.ipynb		E3SM-land.ipynb
README.md		README.md
bias_sup.ipynb		bias_sup.ipynb
compare.ipynb		compare.ipynb
compare_w_nudge.ipynb		compare_w_nudge.ipynb
delta.ipynb		delta.ipynb
delta_w_nudge.ipynb		delta_w_nudge.ipynb
delta_w_nudge_w_ERA5.ipynb		delta_w_nudge_w_ERA5.ipynb
distribution.ipynb		distribution.ipynb
get_data.py		get_data.py
involution.ipynb		involution.ipynb
involution_compare.ipynb		involution_compare.ipynb
involution_more_variables.py		involution_more_variables.py
involution_sensitivity.ipynb		involution_sensitivity.ipynb
land-diff.ipynb		land-diff.ipynb
postprocess.py		postprocess.py
utils.py		utils.py
wind.ipynb		wind.ipynb

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