diff --git a/joss/paper.bib b/joss/paper.bib
index 55edd52..f534668 100644
--- a/joss/paper.bib
+++ b/joss/paper.bib
@@ -213,5 +213,6 @@ @misc{gazizova24
       eprint={2407.01389},
       archivePrefix={arXiv},
       primaryClass={cond-mat.str-el},
+      doi = {10.48550/arXiv.2407.01389},
       url={https://arxiv.org/abs/2407.01389}, 
 }
\ No newline at end of file