diff --git a/doc/publications.bib b/doc/publications.bib
index 443054ca..adf16676 100644
--- a/doc/publications.bib
+++ b/doc/publications.bib
@@ -1100,6 +1100,17 @@ @article{SonSunChe24
 doi = {10.1021/acs.jctc.4c00978}
 }
 
+@article{SonZhaLiu24,
+author = {Song, Keke and Zhao, Rui and Liu, Jiahui and Wang, Yanzhou and Lindgren, Eric and Wang, Yong and Chen, Shunda and Xu, Ke and Liang, Ting and Ying, Penghua and Xu, Nan and Zhao, Zhiqiang and Shi, Jiuyang and Wang, Junjie and Lyu, Shuang and Zeng, Zezhu and Liang, Shirong and Dong, Haikuan and Sun, Ligang and Chen, Yue and Zhang, Zhuhua and Guo, Wanlin and Qian, Ping and Sun, Jian and Erhart, Paul and Ala-Nissila, Tapio and Su, Yanjing and Fan, Zheyong},
+title = {General-purpose machine-learned potential for 16 elemental metals and their alloys},
+journal = {Nature Communications},
+volume = {15},
+number = {1},
+pages = {10208},
+year = {2024},
+doi = {10.1038/s41467-024-54554-x}
+}
+
 @Article{SoSeoLee24,
 author ={So, Soonsung and Seol, Jae Hun and Lee, Joo-Hyoung},
 title  ={Quasiballistic thermal transport in submicron-scale graphene nanoribbons at room-temperature},