Update README.md

README.md

@@ -23,8 +23,8 @@ configs:
     path: "data/cv/metadata_hmi_Mthr_downsampled_bal_cv.json"  
 ---
 
-This dataset is intended for training/testing solar flare forecasting models. It contains various data splits (in json format) of SDO/HMI magnetogram images compiled by Boucheron, L.E., et al., 2023, Sci Data 10, 825, https://doi.org/10.
-1038/s41597-023-02628-8. 
+This dataset is intended for training/testing solar flare forecasting models. It contains various data splits (in json format) of SDO/HMI magnetogram images compiled by 
+`Boucheron, L.E., et al., 2023, Sci Data 10, 825, https://doi.org/10.1038/s41597-023-02628-8`. 
 
 Splits "train", "val", "test" corresponds to the original data splits provided by Boucheron et al., while the other splits are created by downsampling the No-Flare and C flare class to obtain
 more balanced splits and mitigate class imbalance.