diff --git a/README.md b/README.md
index 468ecbd0..c9f0f228 100755
--- a/README.md
+++ b/README.md
@@ -54,7 +54,7 @@ pip install git+https://github.com/CederGroupHub/chgnet
 
 [![2023-11-02-sciML-webinar](https://github.com/CederGroupHub/chgnet/assets/30958850/49fe7d89-bf47-4ea0-aca6-f9014d2f41b8)](https://youtu.be/tZAdMwsRUaQ)
 
-See the [sciML webinar tutorial](https://youtu.be/tZAdMwsRUaQ) on 2023-11-02 and [API docs](https://cedergrouphub.github.io/chgnet/api).
+See the [sciML webinar tutorial](https://www.youtube.com/watch?v=OwDyv1pPFMQ) on 2023-11-02 and [API docs](https://cedergrouphub.github.io/chgnet/api).
 
 ## Usage