diff --git a/pubs.bib b/pubs.bib
index a87385d..5c4022d 100644
--- a/pubs.bib
+++ b/pubs.bib
@@ -2,8 +2,11 @@ @article{Li2025
       title={A Diffuse-Interface Marangoni Instability}, 
       author={Xiangwei Li and Dongdong Wan and Haohao Hao and Christian Diddens and Mengqi Zhang and Huanshu Tan},
       year={2025},
-      journal={arXiv preprint arXiv:2506.09945},
-      url={https://arxiv.org/abs/2506.09945},
+      journal={Journal of Fluid Mechanics},
+      volume={1024},
+      pages={A37},
+      doi={https://doi.org/10.1017/jfm.2025.10895},
+      url={https://www.cambridge.org/core/journals/journal-of-fluid-mechanics/article/abs/diffuseinterface-marangoni-instability/2241F3658FB80FC470B45EF5F456CAA4},
       eprint={https://arxiv.org/pdf/2506.09945} 
 }