update readme

add manuscript ref.

README.md

@@ -25,8 +25,7 @@ This dataset comprises all-atom systems for 5,398 CATH domains, modeled with a s
 
 ## Citing The Dataset
 Please cite this manuscript for papers that use the mdCATH dataset:
-
-> Antonio Mirarchi, Toni Giorgino, Gianni De Fabritiis. "mdCATH: A Large-Scale MD Dataset for Data-Driven Computational Biophysics" ([arXiv:2407.14794](https://arxiv.org/abs/2407.14794v1))
+> Mirarchi, A., Giorgino, T. & De Fabritiis, G. mdCATH: A Large-Scale MD Dataset for Data-Driven Computational Biophysics. Sci Data 11, 1299 (2024). https://doi.org/10.1038/s41597-024-04140-z. Preprint available at [arXiv:2407.14794](https://arxiv.org/abs/2407.14794v1) (2024).
 
 ## Dataset Size