diff --git a/CMakeLists.txt b/CMakeLists.txt
index 828a37bb2..5d4c8637f 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -29,18 +29,21 @@ ENDIF(NOT CMAKE_Fortran_COMPILER_SUPPORTS_F90)
 
 # Set some options the user may choose
 # Uncomment the below if you want the user to choose a parallelization library
-OPTION(USE_MPI "Use the MPI library for parallelization" OFF)
+OPTION(USE_MPI "Use the MPI library for parallelization" ON)
 OPTION(USE_OPENMP "Use OpenMP for parallelization" ON)
 
-# This INCLUDE statement executes code that sets the compile flags for DEBUG,
-# RELEASE, and TESTING.  You should  review this file and make sure the flags 
-# are to your liking.
-INCLUDE(${CMAKE_MODULE_PATH}/SetFortranFlags.cmake) 
+
 # Locate and set parallelization libraries.  There are some CMake peculiarities
 # taken care of here, such as the fact that the FindOpenMP routine doesn't know
 # about Fortran.
 INCLUDE(${CMAKE_MODULE_PATH}/SetParallelizationLibrary.cmake)
 INCLUDE(${CMAKE_MODULE_PATH}/SetUpNetCDF.cmake)
+INCLUDE(${CMAKE_MODULE_PATH}/SetMKL.cmake)
+
+# This INCLUDE statement executes code that sets the compile flags for DEBUG,
+# RELEASE, PROFILING, and TESTING.  
+INCLUDE(${CMAKE_MODULE_PATH}/SetFortranFlags.cmake) 
+
 
 # There is an error in CMAKE with this flag for pgf90.  Unset it
 GET_FILENAME_COMPONENT(FCNAME ${CMAKE_Fortran_COMPILER} NAME)
diff --git a/cmake/Modules/FindMKL.cmake b/cmake/Modules/FindMKL.cmake
new file mode 100644
index 000000000..9e48932c3
--- /dev/null
+++ b/cmake/Modules/FindMKL.cmake
@@ -0,0 +1,17 @@
+# Copyright 2022 - David Minton, Carlisle Wishard, Jennifer Pouplin, Jake Elliott, & Dana Singh
+# This file is part of Swiftest.
+# Swiftest is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License 
+# as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.
+# Swiftest is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty 
+# of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
+# You should have received a copy of the GNU General Public License along with Swiftest. 
+# If not, see: https://www.gnu.org/licenses. 
+
+# - Finds the Intel MKL libraries 
+find_path(MKL_INCLUDE_DIR NAMES mkl.h HINTS ENV MKLROOT PATH_SUFFIXES include)
+find_library(MKL_LIBRARY NAMES libmkl_core.a  HINTS ENV MKLROOT PATH_SUFFIXES lib lib/intel64 )
+
+set(MKL_FOUND TRUE)
+set(MKL_INCLUDE_DIRS ${MKL_INCLUDE_DIR})
+set(MKL_LIBRARIES ${MKL_LIBRARY})
+mark_as_advanced(MKL_LIBRARY MKL_INCLUDE_DIR)
\ No newline at end of file
diff --git a/cmake/Modules/FindOpenMP_Fortran.cmake b/cmake/Modules/FindOpenMP_Fortran.cmake
index 32777569e..c5c2047f8 100644
--- a/cmake/Modules/FindOpenMP_Fortran.cmake
+++ b/cmake/Modules/FindOpenMP_Fortran.cmake
@@ -27,11 +27,11 @@ INCLUDE (${CMAKE_ROOT}/Modules/FindPackageHandleStandardArgs.cmake)
 
 SET (OpenMP_Fortran_FLAG_CANDIDATES
      #Intel
-     "-qopenmp" 
+     "-qopenmp -coarray" 
      #Intel windows
-     "/Qopenmp" 
+     "/Qopenmp /Qcoarray" 
      #Gnu
-     "-fopenmp"
+     "-fopenmp -fcoarray=lib"
      #Portland Group
      "-mp"
      #Empty, if compiler automatically accepts openmp
diff --git a/cmake/Modules/SetFortranFlags.cmake b/cmake/Modules/SetFortranFlags.cmake
index 7850fbdb8..d869e89b6 100644
--- a/cmake/Modules/SetFortranFlags.cmake
+++ b/cmake/Modules/SetFortranFlags.cmake
@@ -222,9 +222,9 @@ SET_COMPILE_FLAG(CMAKE_Fortran_FLAGS_TESTING "${CMAKE_Fortran_FLAGS_TESTING}"
 
 # Unroll loops
 SET_COMPILE_FLAG(CMAKE_Fortran_FLAGS_RELEASE "${CMAKE_Fortran_FLAGS_RELEASE}"
-                 Fortran "-funroll-loops" # GNU
-                         "-unroll"        # Intel
+                 Fortran "-unroll"        # Intel
                          "/unroll"        # Intel Windows
+                         "-funroll-loops" # GNU
                          "-Munroll"       # Portland Group
                 )
 
@@ -288,6 +288,12 @@ SET_COMPILE_FLAG(CMAKE_Fortran_FLAGS_RELEASE "${CMAKE_Fortran_FLAGS_RELEASE}"
                  Fortran "-fma" # Intel
                 )
 
+# Generate fused multiply-add instructions
+SET_COMPILE_FLAG(CMAKE_Fortran_FLAGS_RELEASE "${CMAKE_Fortran_FLAGS_RELEASE}"
+                 Fortran "-qmkl=cluster" # Intel
+                 Fortran "-qmkl" # Intel
+                 Fortran "-mkl" # Old Intel
+                ) 
 
 #####################
 ### MATH FLAGS ###
diff --git a/cmake/Modules/SetMKL.cmake b/cmake/Modules/SetMKL.cmake
new file mode 100644
index 000000000..e58c9f51a
--- /dev/null
+++ b/cmake/Modules/SetMKL.cmake
@@ -0,0 +1,14 @@
+# Copyright 2022 - David Minton, Carlisle Wishard, Jennifer Pouplin, Jake Elliott, & Dana Singh
+# This file is part of Swiftest.
+# Swiftest is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License 
+# as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version.
+# Swiftest is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty 
+# of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
+# You should have received a copy of the GNU General Public License along with Swiftest. 
+# If not, see: https://www.gnu.org/licenses. 
+
+# Find MKL if not already found
+IF(NOT MKL_FOUND)
+    ENABLE_LANGUAGE(C) # Some libraries need a C compiler to find 
+    FIND_PACKAGE(MKL REQUIRED)
+ENDIF(NOT MKL_FOUND)
diff --git a/cmake/Modules/SetParallelizationLibrary.cmake b/cmake/Modules/SetParallelizationLibrary.cmake
index 03ab970e6..224806406 100644
--- a/cmake/Modules/SetParallelizationLibrary.cmake
+++ b/cmake/Modules/SetParallelizationLibrary.cmake
@@ -12,9 +12,7 @@
 # When one is turned on, the other is turned off
 # If both are off, we explicitly disable them just in case
 
-IF (USE_OPENMP AND USE_MPI)
-    MESSAGE (FATAL_ERROR "Cannot use both OpenMP and MPI")
-ELSEIF (USE_OPENMP)
+IF (USE_OPENMP)
     # Find OpenMP
     IF (NOT OpenMP_Fortran_FLAGS)
         FIND_PACKAGE (OpenMP_Fortran)
@@ -23,20 +21,16 @@ ELSEIF (USE_OPENMP)
         ENDIF (NOT OpenMP_Fortran_FLAGS)
     ENDIF (NOT OpenMP_Fortran_FLAGS)
     # Turn of MPI
-    UNSET (MPI_FOUND CACHE)
-    UNSET (MPI_COMPILER CACHE)
-    UNSET (MPI_LIBRARY CACHE)
-ELSEIF (USE_MPI)
+ENDIF (USE_OPENMP)
+
+IF (USE_MPI)
     # Find MPI
     IF (NOT MPI_Fortran_FOUND)
         FIND_PACKAGE (MPI REQUIRED)
     ENDIF (NOT MPI_Fortran_FOUND)
-    # Turn off OpenMP
-    SET (OMP_NUM_PROCS 0 CACHE
-         STRING "Number of processors OpenMP may use" FORCE)
-    UNSET (OpenMP_C_FLAGS CACHE)
-    UNSET (GOMP_Fortran_LINK_FLAGS CACHE)
-ELSE ()
+ENDIF (USE_MPI)
+
+IF (NOT USE_OPENMP AND NOT USE_MPI)
     # Turn off both OpenMP and MPI
     SET (OMP_NUM_PROCS 0 CACHE
          STRING "Number of processors OpenMP may use" FORCE)
@@ -45,4 +39,4 @@ ELSE ()
     UNSET (MPI_FOUND CACHE)
     UNSET (MPI_COMPILER CACHE)
     UNSET (MPI_LIBRARY CACHE)
-ENDIF (USE_OPENMP AND USE_MPI)
+ENDIF (NOT USE_OPENMP AND NOT USE_MPI)