diff --git a/_quarto.yml b/_quarto.yml
index c7ad9a2..84a26fe 100644
--- a/_quarto.yml
+++ b/_quarto.yml
@@ -27,6 +27,7 @@ book:
         - papers/PaCh.md
         - papers/ms_prediction_graph_transformers/tandem_ms_prediction_graph_transformers.qmd
         - papers/open-source-cheminformatics.qmd
+        - papers/universal_chiral_fp_2024.md
 
 bibliography: references.bib
 # csl: nature.csl