diff --git a/README.md b/README.md
index 5a52570..6bb1564 100644
--- a/README.md
+++ b/README.md
@@ -43,7 +43,7 @@ To set up these hooks, install [https://pre-commit.com/](https://pre-commit.com)
 
 ## Citation
 
-If you use this code, please cite the following publication:
+If you use this code, please cite the following [publication](https://doi.org/10.1063/5.0219015):
 
 ```bibtex
 @article{10.1063/5.0219015,
@@ -60,4 +60,4 @@ If you use this code, please cite the following publication:
     url = {https://doi.org/10.1063/5.0219015},
     eprint = {https://pubs.aip.org/aip/jcp/article-pdf/doi/10.1063/5.0219015/20195032/132503\_1\_5.0219015.pdf},
 }
-```
\ No newline at end of file
+```