diff --git a/docs/source/index.rst b/docs/source/index.rst
index da5ad6472669c7c902256a30254c2157917c0100..7cf7f2656fbb5dde76238f904587086b1aee5452 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -1,21 +1,21 @@
.. MFiX-EXA documentation master file, created Thu Aug 2 12:19:39 2018.
-Welcome to MFiX-EXA's documentation!
+Welcome to MFIX-EXA's documentation!
====================================
-MFiX-Exa is a new multiphase computational fluid dynamics (CFD) modeling tool
+MFIX-Exa is a new multiphase computational fluid dynamics (CFD) modeling tool
that can take advantage of massively parallel high performance computers (HPC)
with the goal of scaling well at exascale. It combines the underlying physics
-from the existing `MFiX `_ code with the
+from the existing `MFIX `_ code with the
`AMReX `_ framework, creating the next
generation, high performance, multiphase CFD workhorse.
.. image:: /images/particle_banner.png
-MFiX-Exa is under active development as part of the MFiX-Exa
+MFIX-Exa is under active development as part of the MFIX-Exa
application project in DOE's
`Exascale Computing Project (ECP) `_. All of
-MFiX-Exa's development is done in the
+MFIX-Exa's development is done in the
`NETL gitlab repository `_, with
active development in the develop branch. Changes are merged into
the master branch at the beginning of each month.
@@ -28,7 +28,7 @@ solver with chemistry, heat transfer, complex geometry, and two particle models:
2. **Particle in cell method (PIC)** - Particles are group in parcels and see
other parcels through a stress gradient.
-To get started with MFiX-Exa, follow the user guide sections:
+To get started with MFIX-Exa, follow the user guide sections:
.. toctree::
:maxdepth: 1
@@ -73,12 +73,12 @@ any legal liability or responsibility for the accuracy, completeness, or
usefulness of any information, apparatus, product, or process disclosed
or represents that its use would not infringe privately owned rights.
-- MFiX-Exa is provided without any user support for applications in the
+- MFIX-Exa is provided without any user support for applications in the
user's immediate organization. It should not be redistributed in
whole or in part.
-- The use of MFiX-Exa is to be acknowledged in any published paper based on
- computations using this software by citing this MFiX-Exa site.
+- The use of MFIX-Exa is to be acknowledged in any published paper based on
+ computations using this software by citing this MFIX-Exa site.
- The authors would appreciate receiving any reports of bugs or other
difficulties with the software, enhancements to the software, and