Published January 20, 2025
| Version v2
Dataset
Open
Stable Machine-Learning Parameterization of Subgrid Processes in a Comprehensive Atmospheric Model Learned From Embedded Convection-Permitting Simulations: Data and Visualization Notebooks
Description
The data, jupyter notebooks, and saved model weights for the "Stable Machine-Learning Parameterization of Subgrid Processes in a Comprehensive Atmospheric Model Learned From Embedded Convection-Permitting Simulations" Hu et al. (2025) arxiv preprint: arXiv:2407.00124. This updated version contains more analysis notebooks together with related data/model.
Files
notebooks_for_reproduce_plots.zip
Files
(6.9 GB)
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md5:2eb06c6a4f70f8f010a437b537cc1513
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832.8 MB | Download |
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md5:c91e4e04bcc13806755c6ded4444b836
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4.7 GB | Download |
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md5:b58fc1c420c2cc59aaa9b2ee80bfc335
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1.4 GB | Download |
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md5:bd1dc754b862f0dc68f155d8283eb272
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2.2 MB | Preview Download |
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md5:7ddad53377c8b1ee0b91096bafeab607
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1.0 kB | Preview Download |