diff --git a/docs/codes/liu_2024.md b/docs/codes/liu_2024.md
new file mode 100644
index 0000000..d2d523f
--- /dev/null
+++ b/docs/codes/liu_2024.md
@@ -0,0 +1,25 @@
+# Transformer
+
+## Code Release
+
+[zenodo version](https://zenodo.org/records/13664154)
+
+## Short Summary
+This repository contains the code for our paper published in the Journal of Hydrology:
+[Probing the limit of hydrologic predictability with the Transformer network](https://doi.org/10.1016/j.jhydrol.2024.131389)
+
+## Bibtex Citation
+
+```bibtex
+@article{LIU2024131389,
+  title = {Probing the limit of hydrologic predictability with the Transformer network},
+  journal = {Journal of Hydrology},
+  volume = {637},
+  pages = {131389},
+  year = {2024},
+  issn = {0022-1694},
+  doi = {https://doi.org/10.1016/j.jhydrol.2024.131389},
+  url = {https://www.sciencedirect.com/science/article/pii/S0022169424007844},
+  author = {Jiangtao Liu and Yuchen Bian and Kathryn Lawson and Chaopeng Shen}
+}
+```