diff --git a/.gitignore b/.gitignore
index 9cb2bf7..fe89a3a 100644
--- a/.gitignore
+++ b/.gitignore
@@ -175,7 +175,3 @@ pyrightconfig.json
 
 # End of https://www.toptal.com/developers/gitignore/api/python
 
-# joss
-paper/media/
-*.jats
-*.pdf