diff --git a/Project.toml b/Project.toml
index 026a29ba7..32d95d792 100644
--- a/Project.toml
+++ b/Project.toml
@@ -75,7 +75,7 @@ Reexport = "1.2"
 RuntimeGeneratedFunctions = "0.5.12"
 SafeTestsets = "0.1"
 SciMLBase = "2.28"
-Statistics = "1.10"
+Statistics = "1.11"
 SymbolicUtils = "1.5, 2, 3"
 Symbolics = "5.27.1, 6"
 Test = "1"
diff --git a/test/BPINN_PDEinvsol_tests.jl b/test/BPINN_PDEinvsol_tests.jl
index 07ce051b3..1d8dca0e1 100644
--- a/test/BPINN_PDEinvsol_tests.jl
+++ b/test/BPINN_PDEinvsol_tests.jl
@@ -218,7 +218,7 @@ end
         [α],
         defaults = Dict([α => 2.0]))
 
-    # neccesarry for loss function contruction (involves Operator masking) 
+    # neccesarry for loss function construction (involves Operator masking) 
     eqs = pde_system.eqs
     Dict_differentials = Dict()
     exps = toexpr.(eqs)