Update README.md

README.md

@@ -4,11 +4,11 @@ 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.
+This repository holds weights to use a generative diffusion model of the Solar Corona Magnetic Field. The weights accompanies a submitted paper, with the code openly available at  
 
 ## 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)
+TBD
 
 ## Running the Code