diff --git a/source/papers/deepmd-kit/index.md b/source/papers/deepmd-kit/index.md
index 23bcf57..4c2c568 100644
--- a/source/papers/deepmd-kit/index.md
+++ b/source/papers/deepmd-kit/index.md
@@ -14,7 +14,9 @@ Last update date: June 23, 2025
 
 ## 2025
 {% publications %}
-Zeng_JChemTheoryComput_2025_v21_p4375
+Zeng_JChemTheoryComput_2025_v21_p4375,
+Zeng_JChemInfModel_2025_v65_p3154,
+Dai_AdvPhysRes_2025_v4
 {% endpublications %}
 
 ## 2024