|
|
--- |
|
|
license: bsd |
|
|
--- |
|
|
|
|
|
# Coronal Diffusion Model |
|
|
|
|
|
This repository holds weights for a generative diffusion model of the Solar Corona Magnetic Field, with solar cycle context as a number in [0, 1] (zero being solar min, one being solar max). 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. |
|
|
|
|
|
## Publications |
|
|
|
|
|
A publication preprint is available on arXiv at: [https://doi.org/10.48550/arXiv.2510.01441](https://doi.org/10.48550/arXiv.2510.01441) |
|
|
|
|
|
## Running the Code |
|
|
|
|
|
Please see github at [https://github.com/ddasilva/coronal-diffusion-modeling](https://github.com/ddasilva/coronal-diffusion-modeling) |
|
|
|
|
|
<img src="reverse_diffusion.gif"> |
|
|
|
