diff --git a/metainfo.json b/metainfo.json
index 8422e616239241bd45d41c40d156de2bc462a646..b0c7dcd979f3b4d61499f923a8d6ecb16c6e4c05 100644
--- a/metainfo.json
+++ b/metainfo.json
@@ -16,6 +16,7 @@
   "link": "https://analytics-toolkit.nomad-coe.eu/hub/user-redirect/notebooks/tutorials/kaggle_competition.ipynb",
   "link_public": "https://analytics-toolkit.nomad-coe.eu/public/user-redirect/notebooks/tutorials/kaggle_competition.ipynb",
   "link_paper": "https://th.fhi.mpg.de/site/uploads/Publications/s41524-019-0239-3.pdf",
+  "link_doi_paper": "https://www.nature.com/articles/s41524-019-0239-3",
   "updated": "2021-01-19",
   "flags":{
     "featured": true,