diff --git a/clmm/theory/func_layer.py b/clmm/theory/func_layer.py
index 536e3d796..b10740334 100644
--- a/clmm/theory/func_layer.py
+++ b/clmm/theory/func_layer.py
@@ -122,7 +122,8 @@ def compute_surface_density(
 
     where :math:`\rho(r)` is the 3d density profile.
 
-    If the `r_mis` keyword is specified, this function computes the miscentered surface density instead as
+    If the `r_mis` keyword is specified, this function computes the miscentered surface 
+    density instead as
 
     .. math::
         \Sigma_{\rm mis}(R, R_{\rm mis}) = \frac{1}{2\pi}\int_0^{2\pi} d\theta \,
@@ -167,7 +168,8 @@ def compute_surface_density(
         Projected miscenter distance in :math:`M\!pc`
     use_backend : bool, optional
         If True, use the projected surface density from the backend for miscentering
-        calculations. If False, use the (faster) CLMM exact analytical implementation instead.(Default: False)
+        calculations. If False, use the (faster) CLMM exact analytical 
+        implementation instead. (Default: False)
     verbose : boolean, optional
         If True, the Einasto slope (alpha_ein) is printed out. Only available for the NC and CCL
         backends.
@@ -263,7 +265,8 @@ def compute_mean_surface_density(
         Projected miscenter distance in :math:`M\!pc`
     use_backend : bool, optional
         If True, use the projected surface density from the backend for miscentering
-        calculations. If False, use the (faster) CLMM exact analytical implementation instead.(Default: False)
+        calculations. If False, use the (faster) CLMM exact analytical 
+        implementation instead. (Default: False)
     verbose : boolean, optional
         If True, the Einasto slope (alpha_ein) is printed out. Only available for the NC and CCL
         backends.
@@ -356,7 +359,8 @@ def compute_excess_surface_density(
         Projected miscenter distance in :math:`M\!pc`
     use_backend : bool, optional
         If True, use the projected surface density from the backend for miscentering
-        calculations. If False, use the (faster) CLMM exact analytical implementation instead.(Default: False)
+        calculations. If False, use the (faster) CLMM exact analytical 
+        implementation instead. (Default: False)
     verbose : boolean, optional
         If True, the Einasto slope (alpha_ein) is printed out. Only available for the NC and CCL
         backends.
diff --git a/clmm/theory/parent_class.py b/clmm/theory/parent_class.py
index 4ba2b0e83..fb2c072b3 100644
--- a/clmm/theory/parent_class.py
+++ b/clmm/theory/parent_class.py
@@ -715,7 +715,8 @@ def eval_surface_density(self, r_proj, z_cl, r_mis=None, use_backend=False, verb
             Projected miscenter distance in :math:`M\!pc`
         use_backend : bool, optional
             If True, use the projected surface density from the backend for miscentering
-            calculations. If False, use the (faster) CLMM exact analytical implementation instead. (Default: False)
+            calculations. If False, use the (faster) CLMM exact analytical 
+            implementation instead. (Default: False)
         verbose : bool, optional
             If True, the Einasto slope (alpha_ein) is printed out. Only availble for the NC and
             CCL backends. (Default: False)
@@ -754,7 +755,8 @@ def eval_mean_surface_density(self, r_proj, z_cl, r_mis=None, use_backend=False,
             Projected miscenter distance in :math:`M\!pc`.
         use_backend : bool, optional
             If True, use the projected surface density from the backend for miscentering
-            calculations. If False, use the (faster) CLMM exact analytical implementation instead.(Default: False)
+            calculations. If False, use the (faster) CLMM exact analytical 
+            implementation instead. (Default: False)
         verbose : bool, optional
             If True, the Einasto slope (alpha_ein) is printed out. Only availble for the NC and
             CCL backends. (Default: False)
@@ -795,7 +797,8 @@ def eval_excess_surface_density(
             Projected miscenter distance in :math:`M\!pc`.
         use_backend : bool, optional
             If True, use the projected surface density from the backend for miscentering
-            calculations. If False, use the (faster) CLMM exact analytical implementation instead.(Default: False)
+            calculations. If False, use the (faster) CLMM exact analytical 
+            implementation instead. (Default: False)
         verbose : bool, optional
             If True, the Einasto slope (alpha_ein) is printed out. Only availble for the NC and
             CCL backends. (Default: False)