diff --git a/docs/src/navier_stokes/ns.jl b/docs/src/navier_stokes/ns.jl
index 39c3fab3..5ee7ec3a 100644
--- a/docs/src/navier_stokes/ns.jl
+++ b/docs/src/navier_stokes/ns.jl
@@ -1,10 +1,10 @@
+# Author: Luke Morris
 # This is a discretization of the incompressible Navier Stokes equations using the Discrete Exterior Calculus.
 #
-# The formulations are based on those given by Mohamed, Hirani, Samtaney, (in turn from Marsden, Ratiu, Abraham.)
+# These formulations are based on those given by Mohamed, Hirani, Samtaney, (in turn from Marsden, Ratiu, Abraham.)
 #
 # However, different choices in discretization are chosen for purposes of brevity, to demonstrate novel discretizations of certain operators, and to demonstrate the automated Decapodes workflow.
 
-
 ################
 # Dependencies #
 ################