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README.md

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-license: mit
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+license: mit
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+# Coronal Diffusion Model
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+This repository holds code to train and sample a generative diffusion model of the Solar Corona Magnetic Field. The code is trained using ADAPT-WSA simulation potential field solutions from the [SuryaBench](https://huggingface.co/datasets/nasa-ibm-ai4science/surya-bench-coronal-extrapolation) dataset.
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+## Publications
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+A publication preprint is available on arXiv at: [https://doi.org/10.48550/arXiv.2510.01441](https://doi.org/10.48550/arXiv.2510.01441) .
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+## Running the Code
+
+Please see github:
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+[https://github.com/ddasilva/coronal-diffusion-modeling](https://github.com/ddasilva/coronal-diffusion-modeling)