diff --git a/bibliography-sage.bib b/bibliography-sage.bib
index 3e8dde1..3518a75 100644
--- a/bibliography-sage.bib
+++ b/bibliography-sage.bib
@@ -5681,12 +5681,13 @@ @article{MR3780407
   volume       = {157},
 }
 
-@misc{1910.12059,
-  author = {Liu, Zhengwei and Palcoux, Sebastien and Wu, Jinsong},
-  date   = {2019},
-  eprint = {arXiv:1910.12059},
-  note   = {https://arxiv.org/abs/1910.12059},
-  title  = {Fusion Bialgebras and Fourier Analysis},
+@article{1910.12059,
+  author       = {Liu, Zhengwei and Palcoux, Sebastien and Wu, Jinsong},
+  date         = {2021},
+  journaltitle = {Advances in Mathematics},
+  note         = {https://doi.org/10.1016/j.aim.2021.107905},
+  title        = {Fusion Bialgebras and Fourier Analysis: analytic obstructions for unitary categorification},
+  volume       = {390},
 }
 
 @article{bernstein2019fast,