diff --git a/tutorials/advanced/Project.toml b/tutorials/advanced/Project.toml
index c3f17b94..3ac3f53e 100644
--- a/tutorials/advanced/Project.toml
+++ b/tutorials/advanced/Project.toml
@@ -23,12 +23,14 @@ Sundials = "c3572dad-4567-51f8-b174-8c6c989267f4"
 [compat]
 AlgebraicMultigrid = "0.3, 0.4"
 BenchmarkTools = "0.5, 0.6, 0.7, 1.0"
+CUDA = "3"
 DiffEqBase = "6"
 DiffEqOperators = "4.10"
 DifferentialEquations = "6.14"
 Flux = "0.10, 0.11, 0.12"
-ModelingToolkit = "3.10, 4.0, 5.0"
+ModelingToolkit = "3.10, 4.0, 5.0, 6"
 NLsolve = "4.4"
+NeuralPDE = "3.10"
 OrdinaryDiffEq = "5.41"
 Plots = "1.4"
 SciMLBase = "1"
@@ -37,5 +39,3 @@ SparseDiffTools = "1.9"
 SparsityDetection = "0.3"
 StochasticDiffEq = "6.23"
 Sundials = "4.2"
-NeuralPDE = "3.10"
-CUDA = "3"