diff --git a/docs/JOSS_paper/paper.bib b/docs/JOSS_paper/paper.bib
index dc7186a56..3c50558d2 100644
--- a/docs/JOSS_paper/paper.bib
+++ b/docs/JOSS_paper/paper.bib
@@ -185,7 +185,8 @@ url = {http://papers.neurips.cc/paper/9015-pytorch-an-imperative-style-high-perf
   volume={445},
   pages={51--56},
   year={2010},
-  organization={Austin, TX}
+  organization={Austin, TX},
+  doi={10.25080/Majora-92bf1922-00a}
 }
 
 
@@ -203,4 +204,4 @@ url = {http://papers.neurips.cc/paper/9015-pytorch-an-imperative-style-high-perf
   year = 2022,
   url = {https://tensortradex.readthedocs.io/en/latest/L},
   urldate = {2022-09-30}
-}
\ No newline at end of file
+}