diff --git a/docs/source/algorithms/FindSXPeaks-v1.rst b/docs/source/algorithms/FindSXPeaks-v1.rst
index 811893a826ff689fd819ac4216ffb18d0a41a908..fac418cb7b7c6615a2e68379b937ebb31da655ef 100644
--- a/docs/source/algorithms/FindSXPeaks-v1.rst
+++ b/docs/source/algorithms/FindSXPeaks-v1.rst
@@ -28,8 +28,8 @@ Strongest peak mode:
   :math:`\phi`, :math:`2\theta`, and :math:`t` of two found peaks.  If the
   absolute difference between any of the parameters for two peaks is greater
   than the product of the tolerance value and the parameter value then the two
-  peaks are classed as not the same. i.e. if :math:`|\phi_1 - \phi_2| >
-  tolerance * \phi_1` then peaks 1 & 2 are not the same (as well as similar
+  peaks are classed as not the same. i.e. if :math:`|\phi_1 - \phi_2| > tolerance * \phi_1` 
+  then peaks 1 & 2 are not the same (as well as similar
   definitions for :math:`2\theta` and :math:`t`).
 
 
@@ -51,8 +51,8 @@ All peaks mode:
   difference between the parameters :math:`\phi`, :math:`2\theta`, and
   :math:`t` of two found peaks.  If the absolute difference between any of the
   parameters for two peaks is greater than the absolute tolerance then the two
-  peaks are classed as not the same. i.e. if :math:`|\phi_1 - \phi_2| >
-  PhiTolerance then peaks 1 & 2 are not the same (as well as similar
+  peaks are classed as not the same. i.e. if :math:`|\phi_1 - \phi_2| >  PhiTolerance` 
+  then peaks 1 & 2 are not the same (as well as similar
   definitions for :math:`2\theta` and :math:`t`).
 
 
diff --git a/docs/source/fitfunctions/MsdGauss.rst b/docs/source/fitfunctions/MsdGauss.rst
index 99b0fb2a38247770459741b5c410846ada8eed8a..01561d4caef2e23cb891a8a2f4bb4ae38ce9243a 100644
--- a/docs/source/fitfunctions/MsdGauss.rst
+++ b/docs/source/fitfunctions/MsdGauss.rst
@@ -11,11 +11,13 @@ Description
 
 The Gaussian model for Mean-squared displacement fitting is defined as:
 
-.. math:: \mbox{Height}e^{-MSD x^2}
+.. math:: 
+
+    \mbox{Height}\cdot e^{-MSD\cdot x^2}
 
 where:
--   .. math:: `MSD` is the mean squared displacement
--   .. math:: `Height` is the intensity scaling
+  - :math:`MSD`  is the mean squared displacement
+  - :math:`Height` is the intensity scaling
 
 .. attributes::
 
diff --git a/docs/source/fitfunctions/MsdPeters.rst b/docs/source/fitfunctions/MsdPeters.rst
index 35f8c4c47593dc37b49950fc3866ed478c9d5cf3..0868b4f240ddc87eea20e76a9f8180bd7a768592 100644
--- a/docs/source/fitfunctions/MsdPeters.rst
+++ b/docs/source/fitfunctions/MsdPeters.rst
@@ -13,12 +13,12 @@ The Peters model for Mean-squared displacement fitting is defined as:
 
 .. math::
 
-    \frac{Height}{\power{1 + \frac{MSD x^2}{6 \beta}}{\beta}}
+    \frac{Height}{\left(1 + \frac{MSD\cdot x^2}{6 \beta}\right)^\beta}
 
 where:
--   .. math::`MSD` is the mean-squared displacement
--   .. math::`\beta` is the inverse scale/rate parameter
--   .. math::`Height` is the intensity scaling
+  - :math:`MSD` is the mean-squared displacement
+  - :math:`\beta` is the inverse scale/rate parameter
+  - :math:`Height` is the intensity scaling
 
 .. attributes::
 
diff --git a/docs/source/fitfunctions/MsdYi.rst b/docs/source/fitfunctions/MsdYi.rst
index b42be04eb7029cfde4da2ef684737067f6b090b6..7a0b5023573e8e5cf8e6e8b53674a9b3e48fbd83 100644
--- a/docs/source/fitfunctions/MsdYi.rst
+++ b/docs/source/fitfunctions/MsdYi.rst
@@ -13,12 +13,12 @@ The Yi model for Mean-squared displacement fitting is defined as:
 
 .. math::
 
-    Height \exp(\frac{-1}{6 x^2 MSD}) (1 + \frac{x^4 * \sigma}{72})
+    Height \exp\left(\frac{-1}{6 x^2 MSD}\right) \left(1 + \frac{x^4 * \sigma}{72}\right)
 
 where:
--   .. math::`MSD` is the mean squared displacement
--   .. math::`Sigma` is the standard deviation
--   .. math::`Height` is the intensity scaling
+  - :math:`MSD` is the mean squared displacement
+  - :math:`Sigma` is the standard deviation
+  - :math:`Height` is the intensity scaling
 
 .. attributes::
 
diff --git a/docs/source/release/v3.11.0/indirect_inelastic.rst b/docs/source/release/v3.11.0/indirect_inelastic.rst
index b622b5a9efaa756ad44c8e3345dd7af3563e24ec..e764bcc8cf376a7adb8382b9623702205ed7ff65 100644
--- a/docs/source/release/v3.11.0/indirect_inelastic.rst
+++ b/docs/source/release/v3.11.0/indirect_inelastic.rst
@@ -16,7 +16,7 @@ New
 Improved
 ########
 - The following changes were made to the :ref:`algm-MSDFit` algorithm:
-   - Added model selection to the :ref:`algm-MSDFit` algorithm, with three current models: MsdPeters, MsdYi and MsdPeters. New models now work with workspaces in Q not Q^2 (e.g. _eq workspaces 'Elastic Q').
+   - Added model selection to the :ref:`algm-MSDFit` algorithm, with three current models: :ref:`MsdGauss <func-MsdGauss>`, :ref:`MsdYi <func-MsdYi>`, and :ref:`MsdYi <func-MsdYi>`. New models now work with workspaces in :math:`Q` not :math:`Q^2` (e.g. _eq workspaces 'Elastic Q').
 - The following changes were made to the the :ref:`algm-ConvolutionFitSequential` algorithm:
    - Added 'ExtractMembers' property to :ref:`algm-ConvolutionFitSequential` - this allows for extracting the members of the convolution fitting into their own workspaces.
    - Property to pass the workspace index added to :ref:`algm-ConvolutionFitSequential`.
diff --git a/docs/source/release/v3.11.0/ui.rst b/docs/source/release/v3.11.0/ui.rst
index 740bc61d7a26cd7dbad5245eab4fa429a596455d..b4f5905d01571cc35d1801d2dc45e25d118e847a 100644
--- a/docs/source/release/v3.11.0/ui.rst
+++ b/docs/source/release/v3.11.0/ui.rst
@@ -9,7 +9,7 @@ UI & Usability Changes
 User Interface
 --------------
 
-- Fixed the ability to drag & drop files into Mantid OSX >=10.10
+- Fixed the ability to drag & drop files into Mantid on OSX >=10.10
 - The welcome dialog has been redesigned to use less of the screen to fit better onto laptops with small high resolution screens that use screen scaling.
 
 Scanning workspaces
@@ -50,17 +50,17 @@ VSI Improvements
 
 - Upstream ParaView Contributions
 
- - Fix scaling, orientation and position inputs when nonorthogonal axes are present.
- - Speed up MultiSlice view by avoiding repeated allocating and freeing memory.
- - Fix the resample to image mapper, which was failing when input contains cell data.
- - Expose the SamplingDimensions property when using the resample to image mapper with vtkStructuredGrids.
+  - Fix scaling, orientation and position inputs when nonorthogonal axes are present.
+  - Speed up MultiSlice view by avoiding repeated allocating and freeing memory.
+  - Fix the resample to image mapper, which was failing when input contains cell data.
+  - Expose the SamplingDimensions property when using the resample to image mapper with vtkStructuredGrids.
 
 - Upstream VTK Contributions
 
- - Improve surface filter performance using vtkSMPTools
- - Refactor the vtkDataSetTriangleFilter for better performance.
- - Refactor the threshold filter to take advantage of structured data.
- - Minimize duplicate code in vtkDataArrayPrivate and parallelize range calculation.
+  - Improve surface filter performance using vtkSMPTools
+  - Refactor the vtkDataSetTriangleFilter for better performance.
+  - Refactor the threshold filter to take advantage of structured data.
+  - Minimize duplicate code in vtkDataArrayPrivate and parallelize range calculation.
 
 - Multislice view uses a custom `representation <https://www.paraview.org/ParaView/index.php/Views_And_Representations>`_ to speed up slicing by taking advantage of the consistent bin 
   sizes in a MDHistoWorkspace. Smooth interaction with typical data sizes (< 10 million cells) is now possible.