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This code accompanies the manuscript "Spatiotemporally Coherent Probabilistic Generation of Weather from Climate"

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schmidtjonathan/Climate2Weather

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Wouldn't it be nice, if you could...

Predict weather from climate

This code accompanies the paper "Spatiotemporally Coherent Probabilistic Generation of Weather from Climate" (arXiv link).

This repository contains the code to reproduce the results of the paper. More information follows soon...

Disclaimer

December 19, 2024

I am currently in the process of testing the code base on different platforms and in different environments. Should you encounter problems while running the training or the experiments in your environment, or if you have any questions, please be patient and/or open an issue in this repository! I will try to address the issues as soon as possible.

Acknowledgements

The model and code extends Score-Based Data Assimilation by François Rozet et al. Some training utility is adopted from the EDM2 Repository by Tero Karras et al.

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This code accompanies the manuscript "Spatiotemporally Coherent Probabilistic Generation of Weather from Climate"

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