diff --git a/bib/bibliography.bib b/bib/bibliography.bib
index 49e9b2bf9ff1cd41cbbc0e748c99b5598cd239ec..c93c926da286b7426c66538ce83123462053cb35 100644
--- a/bib/bibliography.bib
+++ b/bib/bibliography.bib
@@ -20418,13 +20418,13 @@ Subject\_term\_id: electronic-properties-and-materials;quantum-hall;superconduct
   title = {{{PhD}} Project {{Wasmer}} Notes},
   shorttitle = {{{PhD}} Project {{Wasmer}}},
   author = {Wasmer, Johannes},
-  date = {2022-07-14},
+  date = {2022-04-01},
   url = {https://iffgit.fz-juelich.de/phd-project-wasmer},
   urldate = {2025-01-27},
   abstract = {Notes on the PhD project “Development of a surrogate machine learning model for the acceleration of first-principles calculations” at FZJ PGI-1, started April 2022, by Johannes Wasmer.},
   langid = {english},
   organization = {iffGit},
-  keywords = {/unread},
+  keywords = {/unread,AML,FZJ,ML,ML-DFT,open science,PGI,PGI-1,research notes,thesis},
   file = {/Users/wasmer/Zotero/storage/MYZ5H6CE/phd-project-wasmer.html}
 }