diff --git a/Project.toml b/Project.toml
index 43ee63b..537b03c 100644
--- a/Project.toml
+++ b/Project.toml
@@ -16,6 +16,7 @@ TensorOperations = "6aa20fa7-93e2-5fca-9bc0-fbd0db3c71a2"
 
 [compat]
 DiffRules = "1.15.1"
+FillArrays = "1.16.0"
 ForwardDiff = "1.2.2"
 Lux = "1.29.1"
 Plots = "1.41.1"
@@ -23,7 +24,6 @@ SparseArrayKit = "0.4.3"
 SparseArrays = "1.10"
 TensorOperations = "5.6.1"
 Zygote = "0.7.10"
-
 [extras]
 BandedMatrices = "aae01518-5342-5314-be14-df237901396f"
 ForwardDiff = "f6369f11-7733-5829-9624-2563aa707210"