diff --git a/doc/publications.bib b/doc/publications.bib
index 8b59d439..accaa961 100644
--- a/doc/publications.bib
+++ b/doc/publications.bib
@@ -1630,6 +1630,17 @@ @article{ZhaGuoBes21
   doi = {10.1103/PhysRevB.103.184307}
 }
 
+@article{ZhaZhaBon24,
+author = {Zhang, Jintu and Zhang, Odin and Bonati, Luigi and Hou, TingJun},
+title = {Combining Transition Path Sampling with Data-Driven Collective Variables through a Reactivity-Biased Shooting Algorithm},
+journal = {Journal of Chemical Theory and Computation},
+volume = {20},
+number = {11},
+pages = {4523-4532},
+year = {2024},
+doi = {10.1021/acs.jctc.4c00423}
+}
+
 @article{ZhaZhaLi24,
 	title={Thermal Conductivity of GeTe Crystals Based on Machine Learning Potentials},
 	author={Zhang, Jian and Zhang, Hao-Chun and Li, Weifeng and Zhang, Gang},