Update README.md

README.md

@@ -4,17 +4,14 @@ license: bsd
 
 # Coronal Diffusion Model
 
-This repository holds weights for 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.
-
-<img src="reverse_diffusion.gif">
-
+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) .
+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:
+Please see github at [https://github.com/ddasilva/coronal-diffusion-modeling](https://github.com/ddasilva/coronal-diffusion-modeling)
 
-[https://github.com/ddasilva/coronal-diffusion-modeling](https://github.com/ddasilva/coronal-diffusion-modeling)
+<img src="reverse_diffusion.gif">