diff --git a/python/uncertainty-pinns/requirements_new.txt b/python/uncertainty-pinns/requirements_new.txt
index 17ce9ca..46fda01 100644
--- a/python/uncertainty-pinns/requirements_new.txt
+++ b/python/uncertainty-pinns/requirements_new.txt
@@ -49,7 +49,7 @@ keras-tuner==1.4.6
 kiwisolver==1.4.5
 kt-legacy==1.0.5
 libclang==16.0.6
-lightgbm==4.5.0
+lightgbm==4.6.0
 llvmlite==0.42.0
 localreg==0.5.0
 MAPIE==0.9.1