diff --git a/Isosurfacing_3/doc/Isosurfacing_3/Isosurfacing_3.txt b/Isosurfacing_3/doc/Isosurfacing_3/Isosurfacing_3.txt
index 302791988e6..74b36f3aa13 100644
--- a/Isosurfacing_3/doc/Isosurfacing_3/Isosurfacing_3.txt
+++ b/Isosurfacing_3/doc/Isosurfacing_3/Isosurfacing_3.txt
@@ -8,7 +8,7 @@ namespace CGAL {
 \author Julian Stahl and Daniel Zint
 
 
-[PA] : I recommend to select a more complex example (medical?), use a white background instead of default Meshlab one and superimpose the mesh edges in black. 
+[PA] : I recommend to select a more complex example (medical?), use a white background instead of default Meshlab one and superimpose the mesh edges in black.
 \cgalFigureAnchor{isosurfacing_bunny_offset}
 <center>
 <img src="bunny_offset.gif" style="max-width:50%;"/>
@@ -25,7 +25,7 @@ TODO: add a context and motivation: when do you need MC or dual contouring? what
 TODO: stick to 'field' throughout the whole documentation, and leave the term 'function' for C++ function. This is valid for all terms: introduce them and do not interchange with others throughout the documentation.
 TODO: Make sure you you clearly state that the input field is sampled.
 
-This package provides isosurfacing algorithms that compute a surface mesh approximating an isosurface of a scalar field defined over an input 3D domain. 
+This package provides isosurfacing algorithms that compute a surface mesh approximating an isosurface of a scalar field defined over an input 3D domain.
 An isosurface is defined as the points of constant value of this scalar field, i.e. a level-set. Such a constant value, referred to as isovalue, is user-defined. For well-behaved scalar fields (e.g., non-zero gradient), the above level-set is a surface.
 Depending on the isosurfacing method and the input data structure, the output is either a triangular, a quadrilateral, or a higher degree polygonal surface mesh represented as an indexed face set. The output may also be empty when the isosurface is absent from the sampled input scalar field.
 
@@ -196,6 +196,5 @@ The input mesh is stored into an `AABB_tree` data structure to allow fast distan
 
 \cgalExample{Isosurfacing_3/dual_contouring_mesh_offset.cpp}
 
-
 */
 } /* namespace CGAL */
diff --git a/Isosurfacing_3/include/CGAL/Default_gradients.h b/Isosurfacing_3/include/CGAL/Default_gradients.h
index a570dc0bfaf..1993c200831 100644
--- a/Isosurfacing_3/include/CGAL/Default_gradients.h
+++ b/Isosurfacing_3/include/CGAL/Default_gradients.h
@@ -48,7 +48,7 @@ public:
  * \brief Template class for a gradient that is calculated using finite differences.
  *
  * \details This gradient function evaluates an implicit value function at six points
- *          that are a given distance delta away from the queried point.
+ *          that are a given distance `delta` away from the queried point.
  *
  * \tparam GeomTraits the traits for this gradient.
  *
@@ -90,7 +90,7 @@ private:
 /**
  * \ingroup PkgIsosurfacing3Ref
  *
- * \brief Template class for a gradient that is stored in a Cartesian_grid_3.
+ * \brief Template class for a gradient that is stored in a `Cartesian_grid_3`.
  *
  * \details The gradient at any point is calculated using trilinear interpolation.
  *
diff --git a/Isosurfacing_3/include/CGAL/Dual_contouring_3.h b/Isosurfacing_3/include/CGAL/Dual_contouring_3.h
index c5aed72bd38..d17dced5f51 100644
--- a/Isosurfacing_3/include/CGAL/Dual_contouring_3.h
+++ b/Isosurfacing_3/include/CGAL/Dual_contouring_3.h
@@ -46,7 +46,7 @@ namespace Isosurfacing {
  * \param domain the domain providing input data and its topology
  * \param iso_value value of the isosurface
  * \param points points making the polygons of the indexed face set
- * \param polygons each element in the vector describes a polygon using the indices of the points in points
+ * \param polygons each element in the vector describes a polygon using the indices of the points in `points`
  * \param positioning the functor dealing with vertex positioning inside a voxel
  */
 template <typename Concurrency_tag = Sequential_tag, class Domain_, class PointRange, class PolygonRange,
diff --git a/Isosurfacing_3/include/CGAL/Explicit_cartesian_grid_domain.h b/Isosurfacing_3/include/CGAL/Explicit_cartesian_grid_domain.h
index 6ae120fcf92..4e7fee4f7f8 100644
--- a/Isosurfacing_3/include/CGAL/Explicit_cartesian_grid_domain.h
+++ b/Isosurfacing_3/include/CGAL/Explicit_cartesian_grid_domain.h
@@ -30,13 +30,13 @@ using Explicit_cartesian_grid_domain = Base_domain<GeomTraits, Grid_topology, Ca
 /**
  * \ingroup PkgIsosurfacing3Ref
  *
- * \brief Creates a domain from a Cartesian_grid_3 that can be used as input for isosurfacing algorithms.
+ * \brief Creates a domain from a `Cartesian_grid_3` that can be used as input for isosurfacing algorithms.
  *
  * \details
  *
  * \tparam GeomTraits the traits type
  *
- * \param grid the cartesian grid containing input data
+ * \param grid the %Cartesian grid containing input data
  * \param gradient a function that describes the gradient of the data
  */
 template <class GeomTraits, typename Gradient_ = Zero_gradient<GeomTraits>>
diff --git a/Isosurfacing_3/include/CGAL/Implicit_cartesian_grid_domain.h b/Isosurfacing_3/include/CGAL/Implicit_cartesian_grid_domain.h
index 00feb7722cb..df7083e16d6 100644
--- a/Isosurfacing_3/include/CGAL/Implicit_cartesian_grid_domain.h
+++ b/Isosurfacing_3/include/CGAL/Implicit_cartesian_grid_domain.h
@@ -32,7 +32,7 @@ using Implicit_cartesian_grid_domain =
 /**
  * \ingroup PkgIsosurfacing3Ref
  *
- * \brief Creates a domain from a Cartesian_grid_3 that can be used as input for isosurfacing algorithms.
+ * \brief Creates a domain from a `Cartesian_grid_3` that can be used as input for isosurfacing algorithms.
  *
  * \details
  *