File size: 776 Bytes
430d068 c0e390e 430d068 057ded0 430d068 057ded0 430d068 057ded0 430d068 057ded0 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 |
---
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">
|