Update README.md

README.md

@@ -12,7 +12,7 @@ We establish two tasks: full and sparse dynamics prediction.
 
 🔗: [https://leap-stc.github.io/ChaosBench/](https://leap-stc.github.io/ChaosBench/)
 
-📚: [https://arxiv.org/](https://arxiv.org/)
+📚: [https://arxiv.org/abs/2402.00712](https://arxiv.org/abs/2402.00712)
 
 ## Getting Started
 **Step 1**: Clone the [ChaosBench](https://github.com/leap-stc/ChaosBench) Github repository