diff --git a/doc/sphinx/06_umt/roci.gp b/doc/sphinx/06_umt/roci.gp
new file mode 100644
index 00000000..04fe90ea
--- /dev/null
+++ b/doc/sphinx/06_umt/roci.gp
@@ -0,0 +1,28 @@
+#!/usr/bin/gnuplot
+set terminal pngcairo enhanced size 1024, 768 dashed font 'Helvetica,18'
+
+# no title needed since we will caption the figure
+#set title "Strong scaling of SPP 1 on Crossroads" font "serif,22"
+set xlabel "Num Cores"
+set ylabel "Figure of Merit (unknowns/sec)"
+
+set xrange [1:112]
+set key left top
+
+set logscale x 2
+set logscale y 2
+
+set grid
+show grid
+
+set datafile separator comma
+set key autotitle columnheader
+
+set style line 1 linetype 6 dashtype 1 linecolor rgb "#FF0000" linewidth 2 pointtype 6 pointsize 3
+set style line 2 linetype 1 dashtype 2 linecolor rgb "#FF0000" linewidth 2
+
+set output "spr_p1_roci.png"
+plot "roci_spr_p1_plot.csv" using 1:2 with linespoints linestyle 1, "" using 1:3 with line linestyle 2
+
+set output "spr_p2_roci.png"
+plot "roci_spr_p2_plot.csv" using 1:2 with linespoints linestyle 1, "" using 1:3 with line linestyle 2
\ No newline at end of file
diff --git a/doc/sphinx/06_umt/roci_spr_p1_plot.csv b/doc/sphinx/06_umt/roci_spr_p1_plot.csv
new file mode 100644
index 00000000..0cffaee2
--- /dev/null
+++ b/doc/sphinx/06_umt/roci_spr_p1_plot.csv
@@ -0,0 +1,7 @@
+nprocs,Actual,Ideal
+1,125169000.0,125169000.0
+8,1062590000.0,1001352000.0
+32,3224050000.0,4005408000.0
+56,5292420000.0,7009464000.0
+88,5641400000.0,11014872000.0
+112,7830500000.0,14018928000.0
diff --git a/doc/sphinx/06_umt/roci_spr_p2_plot.csv b/doc/sphinx/06_umt/roci_spr_p2_plot.csv
new file mode 100644
index 00000000..650022f0
--- /dev/null
+++ b/doc/sphinx/06_umt/roci_spr_p2_plot.csv
@@ -0,0 +1,7 @@
+nprocs,Actual,Ideal
+1,60624400.0,60624400.0
+8,444515000.0,484995200.0
+32,1684040000.0,1939980800.0
+56,2469740000.0,3394966400.0
+88,3861460000.0,5334947200.0
+112,4307010000.0,6789932800.0
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/1-p1.out b/doc/sphinx/06_umt/umt_run_artifacts/1-p1.out
new file mode 100644
index 00000000..58e6b3e5
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/1-p1.out
@@ -0,0 +1,276 @@
+srun -N 1 -n 1 ./installs/bin/test_driver -B global -d 14,14,14 -b 1
+Teton driver: number of MPI ranks: 1
+Teton driver: Running predefined benchmark problem UMT SP#1
+Teton driver: Using older GTA kernel, version 1.
+Teton: setting verbosity to 1
+=================================================================
+=================================================================
+Test driver starting time steps
+=================================================================
+Solving for 4855431168 global unknowns.
+(526848 spatial elements * 72 directions (angles) * 128 energy groups)
+CPU memory needed per rank (average) for radiation intensity (PSI): 37044MB
+Current CPU memory use (rank 0): 51719.9MB
+Iteration control: relative tolerance set to 1e-07.
+=================================================================
+
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        1  timerad =       0.0010000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            3
+ TrMax =       0.0482621027 in Zone   43695 on Process     0
+ TeMax =       0.5000000000 in Zone      98 on Process     0
+ Energy deposited in material =    0.0000000000E+00 ERad total =    5.5756061286E-08 Energy check =  -8.9303633636E-21
+ Recommended time step for next rad cycle =   5.0000000000E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     1.93986156         1.93986156
+ Sweep(CPU)     =     1.73785890         1.73785890
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.18522971         0.18522971
+ Finalization   =     0.01244329         0.01244329
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       0
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.33198909910E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.3571E-03  5.3571E-03  3.5714E-02
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       2
+     Controlled by =  Rad Energy Density
+     ProcessID     =       0
+     Control Zone  =       1
+     Recommend Dt  =  5.00000000000E-04
+     Max Change    =  8.02787576411E-01
+     Tr            =  3.33198909910E-02
+     Tr Old        =  5.00000000000E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.3571E-03  5.3571E-03  3.5714E-02
+  
+Teton driver: CPU MEM USE (rank 0): 52257.8MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        2  timerad =       0.0020000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            3
+ TrMax =       0.0440951070 in Zone   36519 on Process     0
+ TeMax =       0.5000000000 in Zone   43723 on Process     0
+ Energy deposited in material =    0.0000000000E+00 ERad total =    3.3829894118E-08 Energy check =  -3.1561306146E-21
+ Recommended time step for next rad cycle =   7.8567757548E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     1.93836415         3.87822571
+ Sweep(CPU)     =     1.73640183         3.47426073
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.18520026         0.37042996
+ Finalization   =     0.01243987         0.02488315
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       0
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.00631665282E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.3571E-03  5.3571E-03  3.5714E-02
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       3
+     Controlled by =  Rad Energy Density
+     ProcessID     =       0
+     Control Zone  =     128
+     Recommend Dt  =  7.85677575478E-04
+     Max Change    =  5.09114696008E-01
+     Tr            =  3.44289058322E-02
+     Tr Old        =  4.11318471455E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  6.6071E-02  6.6071E-02  1.0714E-01
+  
+Teton driver: CPU MEM USE (rank 0): 52263.1MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        3  timerad =       0.0030000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            3
+ TrMax =       0.0381348614 in Zone   57625 on Process     0
+ TeMax =       0.5000000000 in Zone      98 on Process     0
+ Energy deposited in material =    0.0000000000E+00 ERad total =    1.8974947936E-08 Energy check =   9.0151616034E-22
+ Recommended time step for next rad cycle =   8.5200516546E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     1.93838141         5.81660712
+ Sweep(CPU)     =     1.73651977         5.21078049
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.18508555         0.55551551
+ Finalization   =     0.01245368         0.03733683
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       0
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.82362591946E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.3571E-03  5.3571E-03  3.5714E-02
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       4
+     Controlled by =  Rad Energy Density
+     ProcessID     =       0
+     Control Zone  =   42105
+     Recommend Dt  =  8.52005165463E-04
+     Max Change    =  4.69480721731E-01
+     Tr            =  3.57939554061E-02
+     Tr Old        =  4.19405769187E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  7.3125E-01  5.2857E-01  2.5000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 52267.4MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        4  timerad =       0.0040000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            3
+ TrMax =       0.0314093005 in Zone   36519 on Process     0
+ TeMax =       0.5000000000 in Zone   43723 on Process     0
+ Energy deposited in material =    0.0000000000E+00 ERad total =    9.7867634722E-09 Energy check =  -8.4236701021E-22
+ Recommended time step for next rad cycle =   7.2720575865E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     1.93797491         7.75458203
+ Sweep(CPU)     =     1.73614650         6.94692700
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.18506717         0.74058268
+ Finalization   =     0.01243902         0.04977586
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       0
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.61506971860E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.3571E-03  5.3571E-03  3.5714E-02
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       5
+     Controlled by =  Rad Energy Density
+     ProcessID     =       0
+     Control Zone  =    7777
+     Recommend Dt  =  7.27205758646E-04
+     Max Change    =  5.50050649688E-01
+     Tr            =  3.05621913985E-02
+     Tr Old        =  3.73158710753E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  3.4018E-01  4.5714E-01  4.6429E-01
+  
+Teton driver: CPU MEM USE (rank 0): 52269.4MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        5  timerad =       0.0050000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            3
+ TrMax =       0.0250435473 in Zone   37535 on Process     0
+ TeMax =       0.5000000000 in Zone      98 on Process     0
+ Energy deposited in material =    0.0000000000E+00 ERad total =    4.6354836685E-09 Energy check =  -6.2092282589E-22
+ Recommended time step for next rad cycle =   6.4786245407E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     1.93784026         9.69242230
+ Sweep(CPU)     =     1.73621487         8.68314187
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.18496062         0.92554330
+ Finalization   =     0.01234095         0.06211681
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       0
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.36473872623E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.3571E-03  5.3571E-03  3.5714E-02
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       6
+     Controlled by =  Rad Energy Density
+     ProcessID     =       0
+     Control Zone  =   15307
+     Recommend Dt  =  6.47862454070E-04
+     Max Change    =  6.17415004507E-01
+     Tr            =  2.42466237997E-02
+     Tr Old        =  3.08296994407E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  3.7589E-01  5.0714E-01  4.6429E-01
+  
+Teton driver: CPU MEM USE (rank 0): 52276.3MB
+
+=================================================================
+=================================================================
+Test driver finished time steps
+=================================================================
+Average throughput of single iteration of iterative solver was 1.25169e+08 unknowns calculated per second.
+Throughput of iterative solver was 4.17231e+07 unknowns calculated per second.
+(average throughput of single iteration * # iterations for solver to produce answer
+
+Total number of flux solver iterations for run: 15
+Total wall time for run: 581.864 seconds.
+=================================================================
+
+RESULT CHECK PASSED: Energy check (this is relative to total energy) 1.3395e-13 within tolerance of +/- 1e-09; check './unnamed.csv' for tally details
+
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/1-p2.out b/doc/sphinx/06_umt/umt_run_artifacts/1-p2.out
new file mode 100644
index 00000000..28ccce38
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/1-p2.out
@@ -0,0 +1,276 @@
+srun -N 1 -n 1 ./installs/bin/test_driver -B global -d 31,31,31 -b 2
+Teton driver: number of MPI ranks: 1
+Teton driver: Running predefined benchmark problem UMT SP#2
+Teton driver: Using older GTA kernel, version 1.
+Teton: setting verbosity to 1
+=================================================================
+=================================================================
+Test driver starting time steps
+=================================================================
+Solving for 2928574464 global unknowns.
+(5719872 spatial elements * 32 directions (angles) * 16 energy groups)
+CPU memory needed per rank (average) for radiation intensity (PSI): 22343.2MB
+Current CPU memory use (rank 0): 47430.9MB
+Iteration control: relative tolerance set to 1e-07.
+=================================================================
+
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        1  timerad =       0.0010000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            3
+ TrMax =       0.0479810101 in Zone  543679 on Process     0
+ TeMax =       0.5000000000 in Zone     873 on Process     0
+ Energy deposited in material =    0.0000000000E+00 ERad total =    5.5683591379E-08 Energy check =  -2.5971450161E-20
+ Recommended time step for next rad cycle =   5.0000000000E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     2.41477911         2.41477911
+ Sweep(CPU)     =     2.12960347         2.12960347
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.26873898         0.26873898
+ Finalization   =     0.00871843         0.00871843
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       0
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.13271659561E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  2.4194E-03  2.4194E-03  1.6129E-02
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       2
+     Controlled by =  Rad Energy Density
+     ProcessID     =       0
+     Control Zone  =  507309
+     Recommend Dt  =  5.00000000000E-04
+     Max Change    =  8.45899370175E-01
+     Tr            =  3.13271659561E-02
+     Tr Old        =  5.00000000000E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.9758E-01  9.9758E-01  1.6129E-02
+  
+Teton driver: CPU MEM USE (rank 0): 48212.2MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        2  timerad =       0.0020000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            3
+ TrMax =       0.0432867167 in Zone  317674 on Process     0
+ TeMax =       0.5000000000 in Zone   26047 on Process     0
+ Energy deposited in material =    0.0000000000E+00 ERad total =    3.3708352131E-08 Energy check =   1.1573294861E-20
+ Recommended time step for next rad cycle =   7.1080930358E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     2.41246258         4.82724169
+ Sweep(CPU)     =     2.12762119         4.25722467
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.26840401         0.53714299
+ Finalization   =     0.00872713         0.01744556
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       0
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.90290664991E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  2.4194E-03  2.4194E-03  1.6129E-02
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       3
+     Controlled by =  Rad Energy Density
+     ProcessID     =       0
+     Control Zone  =   99743
+     Recommend Dt  =  7.10809303578E-04
+     Max Change    =  5.62738835840E-01
+     Tr            =  3.16016065805E-02
+     Tr Old        =  3.88618915446E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.6855E-02  9.4839E-01  4.8387E-02
+  
+Teton driver: CPU MEM USE (rank 0): 48301.3MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        3  timerad =       0.0030000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            3
+ TrMax =       0.0368415233 in Zone  669450 on Process     0
+ TeMax =       0.5000000000 in Zone    2875 on Process     0
+ Energy deposited in material =    0.0000000000E+00 ERad total =    1.8820018007E-08 Energy check =   2.3283689347E-21
+ Recommended time step for next rad cycle =   8.1747200725E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     2.41219885         7.23944054
+ Sweep(CPU)     =     2.12774708         6.38497174
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.26801933         0.80516232
+ Finalization   =     0.00871337         0.02615893
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       0
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.74230183807E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  2.4194E-03  2.4194E-03  1.6129E-02
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       4
+     Controlled by =  Rad Energy Density
+     ProcessID     =       0
+     Control Zone  =  199615
+     Recommend Dt  =  8.17472007246E-04
+     Max Change    =  4.89313391106E-01
+     Tr            =  3.04522415033E-02
+     Tr Old        =  3.60230638465E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  1.2137E-01  1.0968E-01  8.8710E-01
+  
+Teton driver: CPU MEM USE (rank 0): 48315MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        4  timerad =       0.0040000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            3
+ TrMax =       0.0307495758 in Zone  670030 on Process     0
+ TeMax =       0.5000000000 in Zone      26 on Process     0
+ Energy deposited in material =    0.0000000000E+00 ERad total =    9.6263366891E-09 Energy check =   3.7131481193E-21
+ Recommended time step for next rad cycle =   6.8869345770E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     2.41190972         9.65135026
+ Sweep(CPU)     =     2.12768980         8.51266155
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.26779606         1.07295837
+ Finalization   =     0.00871145         0.03487039
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       0
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.51922534091E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  2.4194E-03  2.4194E-03  1.6129E-02
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       5
+     Controlled by =  Rad Energy Density
+     ProcessID     =       0
+     Control Zone  =  317671
+     Recommend Dt  =  6.88693457698E-04
+     Max Change    =  5.80809931514E-01
+     Tr            =  2.95469392722E-02
+     Tr Old        =  3.67205986976E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  4.9153E-01  5.0323E-01  5.0000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 48315MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        5  timerad =       0.0050000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            3
+ TrMax =       0.0252402764 in Zone  325091 on Process     0
+ TeMax =       0.5000000000 in Zone    2875 on Process     0
+ Energy deposited in material =    0.0000000000E+00 ERad total =    4.4987299029E-09 Energy check =  -4.0218059384E-21
+ Recommended time step for next rad cycle =   6.1406701377E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     2.41176761        12.06311787
+ Sweep(CPU)     =     2.12752435        10.64018590
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.26779872         1.34075709
+ Finalization   =     0.00871810         0.04358849
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       0
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.23976613498E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  2.4194E-03  2.4194E-03  1.6129E-02
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       6
+     Controlled by =  Rad Energy Density
+     ProcessID     =       0
+     Control Zone  =  238621
+     Recommend Dt  =  6.14067013770E-04
+     Max Change    =  6.51394702907E-01
+     Tr            =  2.27036663097E-02
+     Tr Old        =  2.95469392722E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  4.9153E-01  4.9677E-01  5.0000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 48315.3MB
+
+=================================================================
+=================================================================
+Test driver finished time steps
+=================================================================
+Average throughput of single iteration of iterative solver was 6.06244e+07 unknowns calculated per second.
+Throughput of iterative solver was 2.02081e+07 unknowns calculated per second.
+(average throughput of single iteration * # iterations for solver to produce answer
+
+Total number of flux solver iterations for run: 15
+Total wall time for run: 724.603 seconds.
+=================================================================
+
+RESULT CHECK PASSED: Energy check (this is relative to total energy) 8.93987e-13 within tolerance of +/- 1e-09; check './unnamed.csv' for tally details
+
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/112-p1.out b/doc/sphinx/06_umt/umt_run_artifacts/112-p1.out
new file mode 100644
index 00000000..970967ad
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/112-p1.out
@@ -0,0 +1,276 @@
+srun -N 1 -n 112 ./installs/bin/test_driver -B global -d 14,14,14 -b 1
+Teton driver: number of MPI ranks: 112
+Teton driver: Running predefined benchmark problem UMT SP#1
+Teton driver: Using older GTA kernel, version 1.
+Teton: setting verbosity to 1
+=================================================================
+=================================================================
+Test driver starting time steps
+=================================================================
+Solving for 4855431168 global unknowns.
+(526848 spatial elements * 72 directions (angles) * 128 energy groups)
+CPU memory needed per rank (average) for radiation intensity (PSI): 330.75MB
+Current CPU memory use (rank 0): 462.031MB
+Iteration control: relative tolerance set to 1e-07.
+=================================================================
+
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        1  timerad =       0.0010000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            8
+ TrMax =       0.0482621027 in Zone     168 on Process    66
+ TeMax =       0.5000000000 in Zone     754 on Process   111
+ Energy deposited in material =    0.0000000000E+00 ERad total =    5.5756061286E-08 Energy check =   6.4014805490E-23
+ Recommended time step for next rad cycle =   5.0000000000E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.08690311         0.08690311
+ Sweep(CPU)     =     0.07995271         0.07995271
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00623674         0.00623674
+ Finalization   =     0.00032480         0.00032480
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =     111
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  4.54817981346E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.6250E-01  7.9107E-01  7.5000E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       2
+     Controlled by =  Rad Energy Density
+     ProcessID     =     111
+     Control Zone  =     576
+     Recommend Dt  =  5.00000000000E-04
+     Max Change    =  8.02787576411E-01
+     Tr            =  3.33198909910E-02
+     Tr Old        =  5.00000000000E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.9464E-01  9.9464E-01  9.6429E-01
+  
+Teton driver: CPU MEM USE (rank 0): 484.777MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        2  timerad =       0.0020000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =           10
+ TrMax =       0.0440951070 in Zone     168 on Process    73
+ TeMax =       0.5000000000 in Zone     610 on Process   111
+ Energy deposited in material =    0.0000000000E+00 ERad total =    3.3829894118E-08 Energy check =   4.0042332748E-23
+ Recommended time step for next rad cycle =   7.8567757548E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.10309461         0.18999772
+ Sweep(CPU)     =     0.09665107         0.17660379
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00611895         0.01235569
+ Finalization   =     0.00029042         0.00061522
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =     111
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.96352598606E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.6250E-01  7.9107E-01  7.5000E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       3
+     Controlled by =  Rad Energy Density
+     ProcessID     =     111
+     Control Zone  =     409
+     Recommend Dt  =  7.85677575478E-04
+     Max Change    =  5.09114696008E-01
+     Tr            =  3.44289058322E-02
+     Tr Old        =  4.11318471455E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.3393E-01  9.3393E-01  8.9286E-01
+  
+Teton driver: CPU MEM USE (rank 0): 529.07MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        3  timerad =       0.0030000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            9
+ TrMax =       0.0381348614 in Zone     168 on Process    73
+ TeMax =       0.5000000000 in Zone     754 on Process   111
+ Energy deposited in material =    0.0000000000E+00 ERad total =    1.8974947936E-08 Energy check =  -5.3781934802E-24
+ Recommended time step for next rad cycle =   8.5200516546E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.09370337         0.28370110
+ Sweep(CPU)     =     0.08842051         0.26502429
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00498538         0.01734107
+ Finalization   =     0.00028978         0.00090500
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =     111
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.42370078934E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.6250E-01  7.9107E-01  7.5000E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       4
+     Controlled by =  Rad Energy Density
+     ProcessID     =      99
+     Control Zone  =      36
+     Recommend Dt  =  8.52005165463E-04
+     Max Change    =  4.69480721731E-01
+     Tr            =  3.57939554061E-02
+     Tr Old        =  4.19405769187E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  2.6875E-01  5.2857E-01  7.5000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 529.414MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        4  timerad =       0.0040000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            9
+ TrMax =       0.0314093005 in Zone     168 on Process    73
+ TeMax =       0.5000000000 in Zone     610 on Process   111
+ Energy deposited in material =    0.0000000000E+00 ERad total =    9.7867634722E-09 Energy check =  -8.0792618328E-24
+ Recommended time step for next rad cycle =   7.2720575865E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.09177849         0.37547958
+ Sweep(CPU)     =     0.08547563         0.35049992
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00598173         0.02332279
+ Finalization   =     0.00028999         0.00119500
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =     111
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.93622350791E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.6250E-01  7.9107E-01  7.5000E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       5
+     Controlled by =  Rad Energy Density
+     ProcessID     =      72
+     Control Zone  =     212
+     Recommend Dt  =  7.27205758646E-04
+     Max Change    =  5.50050649688E-01
+     Tr            =  3.05621913985E-02
+     Tr Old        =  3.73158710753E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  3.4018E-01  5.4286E-01  5.3571E-01
+  
+Teton driver: CPU MEM USE (rank 0): 529.539MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        5  timerad =       0.0050000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =           10
+ TrMax =       0.0250435473 in Zone     423 on Process     5
+ TeMax =       0.5000000000 in Zone     754 on Process   111
+ Energy deposited in material =    0.0000000000E+00 ERad total =    4.6354836685E-09 Energy check =   1.9243230323E-24
+ Recommended time step for next rad cycle =   6.4786245407E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.09956563         0.47504521
+ Sweep(CPU)     =     0.09422248         0.44472241
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00502421         0.02834701
+ Finalization   =     0.00029196         0.00148696
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =     111
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.47651741454E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.6250E-01  7.9107E-01  7.5000E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       6
+     Controlled by =  Rad Energy Density
+     ProcessID     =      65
+     Control Zone  =     185
+     Recommend Dt  =  6.47862454070E-04
+     Max Change    =  6.17415004507E-01
+     Tr            =  2.42466237997E-02
+     Tr Old        =  3.08296994407E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  3.7589E-01  4.9286E-01  4.6429E-01
+  
+Teton driver: CPU MEM USE (rank 0): 530.523MB
+
+=================================================================
+=================================================================
+Test driver finished time steps
+=================================================================
+Average throughput of single iteration of iterative solver was 7.8305e+09 unknowns calculated per second.
+Throughput of iterative solver was 8.51141e+08 unknowns calculated per second.
+(average throughput of single iteration * # iterations for solver to produce answer
+
+Total number of flux solver iterations for run: 46
+Total wall time for run: 28.5231 seconds.
+=================================================================
+
+RESULT CHECK PASSED: Energy check (this is relative to total energy) 4.15129e-16 within tolerance of +/- 1e-09; check './unnamed.csv' for tally details
+
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/112-p2.out b/doc/sphinx/06_umt/umt_run_artifacts/112-p2.out
new file mode 100644
index 00000000..f5d683e5
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/112-p2.out
@@ -0,0 +1,276 @@
+srun -N 1 -n 112 ./installs/bin/test_driver -B global -d 31,31,31 -b 2
+Teton driver: number of MPI ranks: 112
+Teton driver: Running predefined benchmark problem UMT SP#2
+Teton driver: Using older GTA kernel, version 1.
+Teton: setting verbosity to 1
+=================================================================
+=================================================================
+Test driver starting time steps
+=================================================================
+Solving for 2928574464 global unknowns.
+(5719872 spatial elements * 32 directions (angles) * 16 energy groups)
+CPU memory needed per rank (average) for radiation intensity (PSI): 199.493MB
+Current CPU memory use (rank 0): 528.176MB
+Iteration control: relative tolerance set to 1e-07.
+=================================================================
+
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        1  timerad =       0.0010000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            9
+ TrMax =       0.0479810101 in Zone       6 on Process    73
+ TeMax =       0.5000000000 in Zone    7591 on Process   111
+ Energy deposited in material =    0.0000000000E+00 ERad total =    5.5683591379E-08 Energy check =  -9.7081781749E-23
+ Recommended time step for next rad cycle =   5.0000000000E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.12054870         0.12054870
+ Sweep(CPU)     =     0.11423593         0.11423593
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00597069         0.00597069
+ Finalization   =     0.00025174         0.00025174
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =     111
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  4.56363606898E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.7339E-01  7.4435E-01  7.5806E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       2
+     Controlled by =  Rad Energy Density
+     ProcessID     =     111
+     Control Zone  =    6144
+     Recommend Dt  =  5.00000000000E-04
+     Max Change    =  8.45899370175E-01
+     Tr            =  3.13271659561E-02
+     Tr Old        =  5.00000000000E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.9758E-01  9.9758E-01  9.8387E-01
+  
+Teton driver: CPU MEM USE (rank 0): 542.645MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        2  timerad =       0.0020000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =           10
+ TrMax =       0.0432867167 in Zone      19 on Process    73
+ TeMax =       0.5000000000 in Zone    1550 on Process   111
+ Energy deposited in material =    0.0000000000E+00 ERad total =    3.3708352131E-08 Energy check =  -6.4514318197E-23
+ Recommended time step for next rad cycle =   7.1080930358E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.12816992         0.24871863
+ Sweep(CPU)     =     0.12220664         0.23644257
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00563918         0.01160987
+ Finalization   =     0.00024789         0.00049962
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =     111
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.98254210453E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.7339E-01  7.4435E-01  7.5806E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       3
+     Controlled by =  Rad Energy Density
+     ProcessID     =     111
+     Control Zone  =    5237
+     Recommend Dt  =  7.10809303578E-04
+     Max Change    =  5.62738835840E-01
+     Tr            =  3.16016065805E-02
+     Tr Old        =  3.88618915446E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.4315E-01  9.4839E-01  9.5161E-01
+  
+Teton driver: CPU MEM USE (rank 0): 559.258MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        3  timerad =       0.0030000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            9
+ TrMax =       0.0368415233 in Zone      43 on Process    71
+ TeMax =       0.5000000000 in Zone    7591 on Process   111
+ Energy deposited in material =    0.0000000000E+00 ERad total =    1.8820018007E-08 Energy check =  -5.5353832394E-23
+ Recommended time step for next rad cycle =   8.1747200725E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.09004322         0.33876184
+ Sweep(CPU)     =     0.08421956         0.32066214
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00547079         0.01708066
+ Finalization   =     0.00026074         0.00076036
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =     111
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.40551664661E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.7339E-01  7.4435E-01  7.5806E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       4
+     Controlled by =  Rad Energy Density
+     ProcessID     =      90
+     Control Zone  =    2981
+     Recommend Dt  =  8.17472007246E-04
+     Max Change    =  4.89313391106E-01
+     Tr            =  3.04522415033E-02
+     Tr Old        =  3.60230638465E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.7863E-01  1.0968E-01  8.8710E-01
+  
+Teton driver: CPU MEM USE (rank 0): 559.703MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        4  timerad =       0.0040000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            9
+ TrMax =       0.0307495758 in Zone      19 on Process    71
+ TeMax =       0.5000000000 in Zone    2493 on Process    76
+ Energy deposited in material =    0.0000000000E+00 ERad total =    9.6263366891E-09 Energy check =  -1.7370268899E-23
+ Recommended time step for next rad cycle =   6.8869345770E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.09111742         0.42987927
+ Sweep(CPU)     =     0.08531676         0.40597890
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00544244         0.02252310
+ Finalization   =     0.00025867         0.00101903
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =     111
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.86600809515E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.7339E-01  7.4435E-01  7.5806E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       5
+     Controlled by =  Rad Energy Density
+     ProcessID     =      73
+     Control Zone  =       5
+     Recommend Dt  =  6.88693457698E-04
+     Max Change    =  5.80809931514E-01
+     Tr            =  2.95469392722E-02
+     Tr Old        =  3.67205986976E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  4.9153E-01  4.9677E-01  5.0000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 559.781MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        5  timerad =       0.0050000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            9
+ TrMax =       0.0252402764 in Zone      32 on Process    60
+ TeMax =       0.5000000000 in Zone    7591 on Process   111
+ Energy deposited in material =    0.0000000000E+00 ERad total =    4.4987299029E-09 Energy check =   1.7972119710E-23
+ Recommended time step for next rad cycle =   6.1406701377E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.09098803         0.52086730
+ Sweep(CPU)     =     0.08517873         0.49115763
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00545106         0.02797416
+ Finalization   =     0.00026916         0.00128820
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =     111
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.36783025610E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.7339E-01  7.4435E-01  7.5806E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       6
+     Controlled by =  Rad Energy Density
+     ProcessID     =      73
+     Control Zone  =       5
+     Recommend Dt  =  6.14067013770E-04
+     Max Change    =  6.51394702907E-01
+     Tr            =  2.27036663097E-02
+     Tr Old        =  2.95469392722E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  4.9153E-01  4.9677E-01  5.0000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 559.891MB
+
+=================================================================
+=================================================================
+Test driver finished time steps
+=================================================================
+Average throughput of single iteration of iterative solver was 4.30701e+09 unknowns calculated per second.
+Throughput of iterative solver was 4.68153e+08 unknowns calculated per second.
+(average throughput of single iteration * # iterations for solver to produce answer
+
+Total number of flux solver iterations for run: 46
+Total wall time for run: 31.278 seconds.
+=================================================================
+
+RESULT CHECK PASSED: Energy check (this is relative to total energy) 3.99493e-15 within tolerance of +/- 1e-09; check './unnamed.csv' for tally details
+
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/32-p1.out b/doc/sphinx/06_umt/umt_run_artifacts/32-p1.out
new file mode 100644
index 00000000..da2df332
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/32-p1.out
@@ -0,0 +1,276 @@
+srun -N 1 -n 32 ./installs/bin/test_driver -B global -d 14,14,14 -b 1
+Teton driver: number of MPI ranks: 32
+Teton driver: Running predefined benchmark problem UMT SP#1
+Teton driver: Using older GTA kernel, version 1.
+Teton: setting verbosity to 1
+=================================================================
+=================================================================
+Test driver starting time steps
+=================================================================
+Solving for 4855431168 global unknowns.
+(526848 spatial elements * 72 directions (angles) * 128 energy groups)
+CPU memory needed per rank (average) for radiation intensity (PSI): 1157.62MB
+Current CPU memory use (rank 0): 1777MB
+Iteration control: relative tolerance set to 1e-07.
+=================================================================
+
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        1  timerad =       0.0010000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            7
+ TrMax =       0.0482621027 in Zone    2664 on Process    21
+ TeMax =       0.5000000000 in Zone    1266 on Process    31
+ Energy deposited in material =    0.0000000000E+00 ERad total =    5.5756061286E-08 Energy check =  -2.3287024252E-22
+ Recommended time step for next rad cycle =   5.0000000000E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.17633768         0.17633768
+ Sweep(CPU)     =     0.16515150         0.16515150
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.01046532         0.01046532
+ Finalization   =     0.00059809         0.00059809
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      31
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  4.65798109802E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  7.9107E-01  7.9107E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       2
+     Controlled by =  Rad Energy Density
+     ProcessID     =      31
+     Control Zone  =    1512
+     Recommend Dt  =  5.00000000000E-04
+     Max Change    =  8.02787576411E-01
+     Tr            =  3.33198909910E-02
+     Tr Old        =  5.00000000000E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.9464E-01  9.9464E-01  9.6429E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1810.27MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        2  timerad =       0.0020000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            6
+ TrMax =       0.0440951070 in Zone    2664 on Process    21
+ TeMax =       0.5000000000 in Zone       5 on Process    17
+ Energy deposited in material =    0.0000000000E+00 ERad total =    3.3829894118E-08 Energy check =  -1.7000042294E-23
+ Recommended time step for next rad cycle =   7.8567757548E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.15256468         0.32890236
+ Sweep(CPU)     =     0.14165908         0.30681058
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.01029234         0.02075766
+ Finalization   =     0.00049905         0.00109714
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      31
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  4.11719703341E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  7.9107E-01  7.9107E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       3
+     Controlled by =  Rad Energy Density
+     ProcessID     =      31
+     Control Zone  =    1273
+     Recommend Dt  =  7.85677575478E-04
+     Max Change    =  5.09114696008E-01
+     Tr            =  3.44289058322E-02
+     Tr Old        =  4.11318471455E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.3393E-01  9.3393E-01  8.9286E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1936.89MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        3  timerad =       0.0030000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            6
+ TrMax =       0.0381348614 in Zone    2664 on Process    25
+ TeMax =       0.5000000000 in Zone    1266 on Process    31
+ Energy deposited in material =    0.0000000000E+00 ERad total =    1.8974947936E-08 Energy check =   5.7302244617E-23
+ Recommended time step for next rad cycle =   8.5200516546E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.15131668         0.48021904
+ Sweep(CPU)     =     0.14121220         0.44802278
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00948611         0.03024378
+ Finalization   =     0.00049791         0.00159505
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      31
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.52850439606E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  7.9107E-01  7.9107E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       4
+     Controlled by =  Rad Energy Density
+     ProcessID     =      10
+     Control Zone  =     917
+     Recommend Dt  =  8.52005165463E-04
+     Max Change    =  4.69480721731E-01
+     Tr            =  3.57939554061E-02
+     Tr Old        =  4.19405769187E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  7.3125E-01  5.2857E-01  2.5000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1937.27MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        4  timerad =       0.0040000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            7
+ TrMax =       0.0314093005 in Zone    2664 on Process    21
+ TeMax =       0.5000000000 in Zone       5 on Process    17
+ Energy deposited in material =    0.0000000000E+00 ERad total =    9.7867634722E-09 Energy check =   3.4153271522E-23
+ Recommended time step for next rad cycle =   7.2720575865E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.17394975         0.65416879
+ Sweep(CPU)     =     0.16380949         0.61183227
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00952163         0.03976541
+ Finalization   =     0.00049698         0.00209203
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      31
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.95496204743E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  7.9107E-01  7.9107E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       5
+     Controlled by =  Rad Energy Density
+     ProcessID     =      25
+     Control Zone  =      20
+     Recommend Dt  =  7.27205758646E-04
+     Max Change    =  5.50050649688E-01
+     Tr            =  3.05621913985E-02
+     Tr Old        =  3.73158710753E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  3.4018E-01  5.4286E-01  5.3571E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1937.38MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        5  timerad =       0.0050000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            7
+ TrMax =       0.0250435473 in Zone    1023 on Process    19
+ TeMax =       0.5000000000 in Zone    1266 on Process    31
+ Energy deposited in material =    0.0000000000E+00 ERad total =    4.6354836685E-09 Energy check =   1.1169947545E-24
+ Recommended time step for next rad cycle =   6.4786245407E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.17369190         0.82786069
+ Sweep(CPU)     =     0.16364535         0.77547762
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00943189         0.04919730
+ Finalization   =     0.00049415         0.00258618
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      31
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.41836713249E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  7.9107E-01  7.9107E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       6
+     Controlled by =  Rad Energy Density
+     ProcessID     =       6
+     Control Zone  =    1967
+     Recommend Dt  =  6.47862454070E-04
+     Max Change    =  6.17415004507E-01
+     Tr            =  2.42466237997E-02
+     Tr Old        =  3.08296994407E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  6.2411E-01  4.9286E-01  4.6429E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1937.47MB
+
+=================================================================
+=================================================================
+Test driver finished time steps
+=================================================================
+Average throughput of single iteration of iterative solver was 3.22405e+09 unknowns calculated per second.
+Throughput of iterative solver was 4.88492e+08 unknowns calculated per second.
+(average throughput of single iteration * # iterations for solver to produce answer
+
+Total number of flux solver iterations for run: 33
+Total wall time for run: 49.6981 seconds.
+=================================================================
+
+RESULT CHECK PASSED: Energy check (this is relative to total energy) 2.40966e-16 within tolerance of +/- 1e-09; check './unnamed.csv' for tally details
+
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/32-p2.out b/doc/sphinx/06_umt/umt_run_artifacts/32-p2.out
new file mode 100644
index 00000000..67e3bcfb
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/32-p2.out
@@ -0,0 +1,276 @@
+srun -N 1 -n 32 ./installs/bin/test_driver -B global -d 31,31,31 -b 2
+Teton driver: number of MPI ranks: 32
+Teton driver: Running predefined benchmark problem UMT SP#2
+Teton driver: Using older GTA kernel, version 1.
+Teton: setting verbosity to 1
+=================================================================
+=================================================================
+Test driver starting time steps
+=================================================================
+Solving for 2928574464 global unknowns.
+(5719872 spatial elements * 32 directions (angles) * 16 energy groups)
+CPU memory needed per rank (average) for radiation intensity (PSI): 698.227MB
+Current CPU memory use (rank 0): 1553.51MB
+Iteration control: relative tolerance set to 1e-07.
+=================================================================
+
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        1  timerad =       0.0010000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            7
+ TrMax =       0.0479810101 in Zone   23214 on Process     9
+ TeMax =       0.5000000000 in Zone   10077 on Process    31
+ Energy deposited in material =    0.0000000000E+00 ERad total =    5.5683591379E-08 Energy check =   2.4163296706E-21
+ Recommended time step for next rad cycle =   5.0000000000E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.20174492         0.20174492
+ Sweep(CPU)     =     0.19027194         0.19027194
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.01091769         0.01091769
+ Finalization   =     0.00041500         0.00041500
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      31
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  4.70464774289E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  7.7661E-01  7.4435E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       2
+     Controlled by =  Rad Energy Density
+     ProcessID     =      31
+     Control Zone  =   20160
+     Recommend Dt  =  5.00000000000E-04
+     Max Change    =  8.45899370175E-01
+     Tr            =  3.13271659561E-02
+     Tr Old        =  5.00000000000E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.9758E-01  9.9758E-01  9.8387E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1623.67MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        2  timerad =       0.0020000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            6
+ TrMax =       0.0432867167 in Zone   23219 on Process     9
+ TeMax =       0.5000000000 in Zone    2378 on Process    31
+ Energy deposited in material =    0.0000000000E+00 ERad total =    3.3708352131E-08 Energy check =  -9.1260605664E-22
+ Recommended time step for next rad cycle =   7.1080930358E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.17457168         0.37631660
+ Sweep(CPU)     =     0.16308777         0.35335972
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.01084792         0.02176562
+ Finalization   =     0.00041611         0.00083111
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      31
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  4.20950464800E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  7.7661E-01  7.4435E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       3
+     Controlled by =  Rad Energy Density
+     ProcessID     =      31
+     Control Zone  =   18605
+     Recommend Dt  =  7.10809303578E-04
+     Max Change    =  5.62738835840E-01
+     Tr            =  3.16016065805E-02
+     Tr Old        =  3.88618915446E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.4315E-01  9.4839E-01  9.5161E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1624.91MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        3  timerad =       0.0030000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            6
+ TrMax =       0.0368415233 in Zone   23195 on Process     8
+ TeMax =       0.5000000000 in Zone   10077 on Process    31
+ Energy deposited in material =    0.0000000000E+00 ERad total =    1.8820018007E-08 Energy check =   2.6109238274E-22
+ Recommended time step for next rad cycle =   8.1747200725E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.17328372         0.54960032
+ Sweep(CPU)     =     0.16192496         0.51528467
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.01071603         0.03248165
+ Finalization   =     0.00041509         0.00124620
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      31
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.63491498100E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  7.7661E-01  7.4435E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       4
+     Controlled by =  Rad Energy Density
+     ProcessID     =      19
+     Control Zone  =   13517
+     Recommend Dt  =  8.17472007246E-04
+     Max Change    =  4.89313391106E-01
+     Tr            =  3.04522415033E-02
+     Tr Old        =  3.60230638465E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.7863E-01  1.0968E-01  8.8710E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1625.11MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        4  timerad =       0.0040000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            7
+ TrMax =       0.0307495758 in Zone   23179 on Process     8
+ TeMax =       0.5000000000 in Zone    3861 on Process    27
+ Energy deposited in material =    0.0000000000E+00 ERad total =    9.6263366891E-09 Energy check =  -2.2849513277E-23
+ Recommended time step for next rad cycle =   6.8869345770E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.20239955         0.75199987
+ Sweep(CPU)     =     0.19112689         0.70641156
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.01070283         0.04318448
+ Finalization   =     0.00041464         0.00166084
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      31
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.04607024579E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  7.7661E-01  7.4435E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       5
+     Controlled by =  Rad Energy Density
+     ProcessID     =       9
+     Control Zone  =   23228
+     Recommend Dt  =  6.88693457698E-04
+     Max Change    =  5.80809931514E-01
+     Tr            =  2.95469392722E-02
+     Tr Old        =  3.67205986976E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.0847E-01  5.0323E-01  5.0000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1625.29MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        5  timerad =       0.0050000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            7
+ TrMax =       0.0252402764 in Zone   20264 on Process     2
+ TeMax =       0.5000000000 in Zone   10077 on Process    31
+ Energy deposited in material =    0.0000000000E+00 ERad total =    4.4987299029E-09 Energy check =   9.8922194861E-24
+ Recommended time step for next rad cycle =   6.1406701377E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.20393231         0.95593218
+ Sweep(CPU)     =     0.19266864         0.89908020
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.01069414         0.05387862
+ Finalization   =     0.00041247         0.00207331
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      31
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.48096109873E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  7.7661E-01  7.4435E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       6
+     Controlled by =  Rad Energy Density
+     ProcessID     =       9
+     Control Zone  =   23213
+     Recommend Dt  =  6.14067013770E-04
+     Max Change    =  6.51394702907E-01
+     Tr            =  2.27036663097E-02
+     Tr Old        =  2.95469392722E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  4.9153E-01  4.9677E-01  5.0000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1625.43MB
+
+=================================================================
+=================================================================
+Test driver finished time steps
+=================================================================
+Average throughput of single iteration of iterative solver was 1.68404e+09 unknowns calculated per second.
+Throughput of iterative solver was 2.55157e+08 unknowns calculated per second.
+(average throughput of single iteration * # iterations for solver to produce answer
+
+Total number of flux solver iterations for run: 33
+Total wall time for run: 57.3876 seconds.
+=================================================================
+
+RESULT CHECK PASSED: Energy check (this is relative to total energy) 2.19889e-15 within tolerance of +/- 1e-09; check './unnamed.csv' for tally details
+
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/56-p1.out b/doc/sphinx/06_umt/umt_run_artifacts/56-p1.out
new file mode 100644
index 00000000..3ef40e94
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/56-p1.out
@@ -0,0 +1,276 @@
+srun -N 1 -n 56 ./installs/bin/test_driver -B global -d 14,14,14 -b 1
+Teton driver: number of MPI ranks: 56
+Teton driver: Running predefined benchmark problem UMT SP#1
+Teton driver: Using older GTA kernel, version 1.
+Teton: setting verbosity to 1
+=================================================================
+=================================================================
+Test driver starting time steps
+=================================================================
+Solving for 4855431168 global unknowns.
+(526848 spatial elements * 72 directions (angles) * 128 energy groups)
+CPU memory needed per rank (average) for radiation intensity (PSI): 661.5MB
+Current CPU memory use (rank 0): 924.629MB
+Iteration control: relative tolerance set to 1e-07.
+=================================================================
+
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        1  timerad =       0.0010000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            8
+ TrMax =       0.0482621027 in Zone    1320 on Process    38
+ TeMax =       0.5000000000 in Zone     946 on Process    55
+ Energy deposited in material =    0.0000000000E+00 ERad total =    5.5756061286E-08 Energy check =  -3.6835054793E-23
+ Recommended time step for next rad cycle =   5.0000000000E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.12484996         0.12484996
+ Sweep(CPU)     =     0.11750089         0.11750089
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00688809         0.00688809
+ Finalization   =     0.00034308         0.00034308
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      55
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  4.58913913685E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.6250E-01  7.9107E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       2
+     Controlled by =  Rad Energy Density
+     ProcessID     =      55
+     Control Zone  =    1008
+     Recommend Dt  =  5.00000000000E-04
+     Max Change    =  8.02787576411E-01
+     Tr            =  3.33198909910E-02
+     Tr Old        =  5.00000000000E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.9464E-01  9.9464E-01  9.6429E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1007.23MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        2  timerad =       0.0020000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            8
+ TrMax =       0.0440951070 in Zone    1320 on Process    38
+ TeMax =       0.5000000000 in Zone       5 on Process    30
+ Energy deposited in material =    0.0000000000E+00 ERad total =    3.3829894118E-08 Energy check =  -7.1532842823E-24
+ Recommended time step for next rad cycle =   7.8567757548E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.12267401         0.24752397
+ Sweep(CPU)     =     0.11533728         0.23283817
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00694233         0.01383042
+ Finalization   =     0.00032168         0.00066476
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      55
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  4.03305971745E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.6250E-01  7.9107E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       3
+     Controlled by =  Rad Energy Density
+     ProcessID     =      55
+     Control Zone  =     841
+     Recommend Dt  =  7.85677575478E-04
+     Max Change    =  5.09114696008E-01
+     Tr            =  3.44289058322E-02
+     Tr Old        =  4.11318471455E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.3393E-01  9.3393E-01  8.9286E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1019.55MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        3  timerad =       0.0030000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            8
+ TrMax =       0.0381348614 in Zone    1320 on Process    45
+ TeMax =       0.5000000000 in Zone     946 on Process    55
+ Energy deposited in material =    0.0000000000E+00 ERad total =    1.8974947936E-08 Energy check =   1.3296236029E-23
+ Recommended time step for next rad cycle =   8.5200516546E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.12218005         0.36970402
+ Sweep(CPU)     =     0.11503069         0.34786887
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00672121         0.02055163
+ Finalization   =     0.00031700         0.00098177
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      55
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.47156898100E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.6250E-01  7.9107E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       4
+     Controlled by =  Rad Energy Density
+     ProcessID     =      15
+     Control Zone  =     612
+     Recommend Dt  =  8.52005165463E-04
+     Max Change    =  4.69480721731E-01
+     Tr            =  3.57939554061E-02
+     Tr Old        =  4.19405769187E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  2.6875E-01  5.2857E-01  2.5000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1019.93MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        4  timerad =       0.0040000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            9
+ TrMax =       0.0314093005 in Zone    1320 on Process    38
+ TeMax =       0.5000000000 in Zone       5 on Process    30
+ Energy deposited in material =    0.0000000000E+00 ERad total =    9.7867634722E-09 Energy check =  -4.7308347132E-24
+ Recommended time step for next rad cycle =   7.2720575865E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.13603607         0.50574009
+ Sweep(CPU)     =     0.12892907         0.47679794
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00669718         0.02724881
+ Finalization   =     0.00032041         0.00130217
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      55
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.92985297672E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.6250E-01  7.9107E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       5
+     Controlled by =  Rad Energy Density
+     ProcessID     =      44
+     Control Zone  =      20
+     Recommend Dt  =  7.27205758646E-04
+     Max Change    =  5.50050649688E-01
+     Tr            =  3.05621913985E-02
+     Tr Old        =  3.73158710753E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  3.4018E-01  5.4286E-01  5.3571E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1020.04MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        5  timerad =       0.0050000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            9
+ TrMax =       0.0250435473 in Zone     423 on Process     5
+ TeMax =       0.5000000000 in Zone     946 on Process    55
+ Energy deposited in material =    0.0000000000E+00 ERad total =    4.6354836685E-09 Energy check =   7.8535536631E-24
+ Recommended time step for next rad cycle =   6.4786245407E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.13608441         0.64182450
+ Sweep(CPU)     =     0.12897189         0.60576982
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00674535         0.03399417
+ Finalization   =     0.00031833         0.00162050
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      55
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.41548835753E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.6250E-01  7.9107E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       6
+     Controlled by =  Rad Energy Density
+     ProcessID     =       9
+     Control Zone  =    1337
+     Recommend Dt  =  6.47862454070E-04
+     Max Change    =  6.17415004507E-01
+     Tr            =  2.42466237997E-02
+     Tr Old        =  3.08296994407E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  3.7589E-01  4.9286E-01  4.6429E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1020.18MB
+
+=================================================================
+=================================================================
+Test driver finished time steps
+=================================================================
+Average throughput of single iteration of iterative solver was 5.29242e+09 unknowns calculated per second.
+Throughput of iterative solver was 6.30051e+08 unknowns calculated per second.
+(average throughput of single iteration * # iterations for solver to produce answer
+
+Total number of flux solver iterations for run: 42
+Total wall time for run: 38.5321 seconds.
+=================================================================
+
+RESULT CHECK PASSED: Energy check (this is relative to total energy) 1.69423e-15 within tolerance of +/- 1e-09; check './unnamed.csv' for tally details
+
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/56-p2.out b/doc/sphinx/06_umt/umt_run_artifacts/56-p2.out
new file mode 100644
index 00000000..6f4883a7
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/56-p2.out
@@ -0,0 +1,276 @@
+srun -N 1 -n 56 ./installs/bin/test_driver -B global -d 31,31,31 -b 2
+Teton driver: number of MPI ranks: 56
+Teton driver: Running predefined benchmark problem UMT SP#2
+Teton driver: Using older GTA kernel, version 1.
+Teton: setting verbosity to 1
+=================================================================
+=================================================================
+Test driver starting time steps
+=================================================================
+Solving for 2928574464 global unknowns.
+(5719872 spatial elements * 32 directions (angles) * 16 energy groups)
+CPU memory needed per rank (average) for radiation intensity (PSI): 398.987MB
+Current CPU memory use (rank 0): 995.426MB
+Iteration control: relative tolerance set to 1e-07.
+=================================================================
+
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        1  timerad =       0.0010000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            9
+ TrMax =       0.0479810101 in Zone   11526 on Process    17
+ TeMax =       0.5000000000 in Zone    8493 on Process    55
+ Energy deposited in material =    0.0000000000E+00 ERad total =    5.5683591379E-08 Energy check =   1.1175634646E-21
+ Recommended time step for next rad cycle =   5.0000000000E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.20507425         0.20507425
+ Sweep(CPU)     =     0.19666280         0.19666280
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00799572         0.00799572
+ Finalization   =     0.00030513         0.00030513
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      55
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  4.61704537497E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.7339E-01  7.4435E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       2
+     Controlled by =  Rad Energy Density
+     ProcessID     =      55
+     Control Zone  =   11520
+     Recommend Dt  =  5.00000000000E-04
+     Max Change    =  8.45899370175E-01
+     Tr            =  3.13271659561E-02
+     Tr Old        =  5.00000000000E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.9758E-01  9.9758E-01  9.8387E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1039.51MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        2  timerad =       0.0020000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            7
+ TrMax =       0.0432867167 in Zone   11531 on Process    17
+ TeMax =       0.5000000000 in Zone    1550 on Process    55
+ Energy deposited in material =    0.0000000000E+00 ERad total =    3.3708352131E-08 Energy check =   7.7390170248E-23
+ Recommended time step for next rad cycle =   7.1080930358E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.13136622         0.33644048
+ Sweep(CPU)     =     0.12295821         0.31962101
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00793046         0.01592617
+ Finalization   =     0.00031171         0.00061684
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      55
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  4.08320975832E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.7339E-01  7.4435E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       3
+     Controlled by =  Rad Energy Density
+     ProcessID     =      55
+     Control Zone  =   10613
+     Recommend Dt  =  7.10809303578E-04
+     Max Change    =  5.62738835840E-01
+     Tr            =  3.16016065805E-02
+     Tr Old        =  3.88618915446E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.4315E-01  9.4839E-01  9.5161E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1044.01MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        3  timerad =       0.0030000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            7
+ TrMax =       0.0368415233 in Zone   14443 on Process    15
+ TeMax =       0.5000000000 in Zone    8493 on Process    55
+ Energy deposited in material =    0.0000000000E+00 ERad total =    1.8820018007E-08 Energy check =  -8.4152952601E-23
+ Recommended time step for next rad cycle =   8.1747200725E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.13676282         0.47320329
+ Sweep(CPU)     =     0.12849307         0.44811408
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00790880         0.02383497
+ Finalization   =     0.00030872         0.00092557
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      55
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.51498170155E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.7339E-01  7.4435E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       4
+     Controlled by =  Rad Energy Density
+     ProcessID     =      21
+     Control Zone  =    3452
+     Recommend Dt  =  8.17472007246E-04
+     Max Change    =  4.89313391106E-01
+     Tr            =  3.04522415033E-02
+     Tr Old        =  3.60230638465E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  1.2137E-01  8.9032E-01  1.1290E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1044.76MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        4  timerad =       0.0040000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            9
+ TrMax =       0.0307495758 in Zone   14419 on Process    15
+ TeMax =       0.5000000000 in Zone    2493 on Process    48
+ Energy deposited in material =    0.0000000000E+00 ERad total =    9.6263366891E-09 Energy check =  -6.8430473751E-23
+ Recommended time step for next rad cycle =   6.8869345770E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.16674191         0.63994521
+ Sweep(CPU)     =     0.15834614         0.60646022
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00794644         0.03178142
+ Finalization   =     0.00031376         0.00123933
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      55
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.95850041252E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.7339E-01  7.4435E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       5
+     Controlled by =  Rad Energy Density
+     ProcessID     =      17
+     Control Zone  =   11525
+     Recommend Dt  =  6.88693457698E-04
+     Max Change    =  5.80809931514E-01
+     Tr            =  2.95469392722E-02
+     Tr Old        =  3.67205986976E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  4.9153E-01  4.9677E-01  5.0000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1044.95MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        5  timerad =       0.0050000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            9
+ TrMax =       0.0252402764 in Zone   10112 on Process     4
+ TeMax =       0.5000000000 in Zone    8493 on Process    55
+ Energy deposited in material =    0.0000000000E+00 ERad total =    4.4987299029E-09 Energy check =  -4.8923630789E-23
+ Recommended time step for next rad cycle =   6.1406701377E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.16992402         0.80986923
+ Sweep(CPU)     =     0.16157218         0.76803240
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00791741         0.03969882
+ Finalization   =     0.00031406         0.00155339
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      55
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.43749159985E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  8.7339E-01  7.4435E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       6
+     Controlled by =  Rad Energy Density
+     ProcessID     =      17
+     Control Zone  =   11532
+     Recommend Dt  =  6.14067013770E-04
+     Max Change    =  6.51394702907E-01
+     Tr            =  2.27036663097E-02
+     Tr Old        =  2.95469392722E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.0847E-01  4.9677E-01  5.0000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 1045.1MB
+
+=================================================================
+=================================================================
+Test driver finished time steps
+=================================================================
+Average throughput of single iteration of iterative solver was 2.46974e+09 unknowns calculated per second.
+Throughput of iterative solver was 3.01188e+08 unknowns calculated per second.
+(average throughput of single iteration * # iterations for solver to produce answer
+
+Total number of flux solver iterations for run: 41
+Total wall time for run: 48.617 seconds.
+=================================================================
+
+RESULT CHECK PASSED: Energy check (this is relative to total energy) 1.0875e-14 within tolerance of +/- 1e-09; check './unnamed.csv' for tally details
+
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/8-p1.out b/doc/sphinx/06_umt/umt_run_artifacts/8-p1.out
new file mode 100644
index 00000000..c722ad59
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/8-p1.out
@@ -0,0 +1,276 @@
+srun -N 1 -n 8 ./installs/bin/test_driver -B global -d 14,14,14 -b 1
+Teton driver: number of MPI ranks: 8
+Teton driver: Running predefined benchmark problem UMT SP#1
+Teton driver: Using older GTA kernel, version 1.
+Teton: setting verbosity to 1
+=================================================================
+=================================================================
+Test driver starting time steps
+=================================================================
+Solving for 4855431168 global unknowns.
+(526848 spatial elements * 72 directions (angles) * 128 energy groups)
+CPU memory needed per rank (average) for radiation intensity (PSI): 4630.5MB
+Current CPU memory use (rank 0): 6952.01MB
+Iteration control: relative tolerance set to 1e-07.
+=================================================================
+
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        1  timerad =       0.0010000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            4
+ TrMax =       0.0482621027 in Zone    8232 on Process     4
+ TeMax =       0.5000000000 in Zone    3021 on Process     7
+ Energy deposited in material =    0.0000000000E+00 ERad total =    5.5756061286E-08 Energy check =   5.8382833731E-22
+ Recommended time step for next rad cycle =   5.0000000000E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.31334456         0.31334456
+ Sweep(CPU)     =     0.28313752         0.28313752
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.02787697         0.02787697
+ Finalization   =     0.00189422         0.00189422
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       7
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  4.82621027074E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.0536E-01  5.0536E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       2
+     Controlled by =  Rad Energy Density
+     ProcessID     =       7
+     Control Zone  =    8232
+     Recommend Dt  =  5.00000000000E-04
+     Max Change    =  8.02787576411E-01
+     Tr            =  3.33198909910E-02
+     Tr Old        =  5.00000000000E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.9464E-01  9.9464E-01  9.6429E-01
+  
+Teton driver: CPU MEM USE (rank 0): 7170.05MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        2  timerad =       0.0020000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            4
+ TrMax =       0.0440951070 in Zone    8232 on Process     4
+ TeMax =       0.5000000000 in Zone     101 on Process     4
+ Energy deposited in material =    0.0000000000E+00 ERad total =    3.3829894118E-08 Energy check =   2.2220735597E-22
+ Recommended time step for next rad cycle =   7.8567757548E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.30821179         0.62155635
+ Sweep(CPU)     =     0.27836591         0.56150343
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.02760793         0.05548490
+ Finalization   =     0.00169793         0.00359215
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       7
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  4.40951069827E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.0536E-01  5.0536E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       3
+     Controlled by =  Rad Energy Density
+     ProcessID     =       7
+     Control Zone  =    7033
+     Recommend Dt  =  7.85677575478E-04
+     Max Change    =  5.09114696008E-01
+     Tr            =  3.44289058322E-02
+     Tr Old        =  4.11318471455E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.3393E-01  9.3393E-01  8.9286E-01
+  
+Teton driver: CPU MEM USE (rank 0): 7473.02MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        3  timerad =       0.0030000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            4
+ TrMax =       0.0381348614 in Zone    8232 on Process     6
+ TeMax =       0.5000000000 in Zone    3021 on Process     7
+ Energy deposited in material =    0.0000000000E+00 ERad total =    1.8974947936E-08 Energy check =   3.7569023924E-23
+ Recommended time step for next rad cycle =   8.5200516546E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.30651322         0.92806957
+ Sweep(CPU)     =     0.27795929         0.83946272
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.02629884         0.08178374
+ Finalization   =     0.00169812         0.00529027
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       7
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.81348614124E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.0536E-01  5.0536E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       4
+     Controlled by =  Rad Energy Density
+     ProcessID     =       0
+     Control Zone  =    4628
+     Recommend Dt  =  8.52005165463E-04
+     Max Change    =  4.69480721731E-01
+     Tr            =  3.57939554061E-02
+     Tr Old        =  4.19405769187E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  2.6875E-01  4.7143E-01  2.5000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 7473.41MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        4  timerad =       0.0040000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            5
+ TrMax =       0.0314093005 in Zone    8232 on Process     6
+ TeMax =       0.5000000000 in Zone     101 on Process     4
+ Energy deposited in material =    0.0000000000E+00 ERad total =    9.7867634722E-09 Energy check =  -4.5428120851E-23
+ Recommended time step for next rad cycle =   7.2720575865E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.37329545         1.30136502
+ Sweep(CPU)     =     0.34473811         1.18420083
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.02630638         0.10809012
+ Finalization   =     0.00169827         0.00698854
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       7
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.14093005048E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.0536E-01  5.0536E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       5
+     Controlled by =  Rad Energy Density
+     ProcessID     =       6
+     Control Zone  =     116
+     Recommend Dt  =  7.27205758646E-04
+     Max Change    =  5.50050649688E-01
+     Tr            =  3.05621913985E-02
+     Tr Old        =  3.73158710753E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  3.4018E-01  5.4286E-01  5.3571E-01
+  
+Teton driver: CPU MEM USE (rank 0): 7473.58MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        5  timerad =       0.0050000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            5
+ TrMax =       0.0250435473 in Zone    2799 on Process     1
+ TeMax =       0.5000000000 in Zone    3021 on Process     7
+ Energy deposited in material =    0.0000000000E+00 ERad total =    4.6354836685E-09 Energy check =   7.0514139425E-23
+ Recommended time step for next rad cycle =   6.4786245407E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.37329225         1.67465727
+ Sweep(CPU)     =     0.34476503         1.52896587
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.02627919         0.13436931
+ Finalization   =     0.00169669         0.00868523
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       7
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.47993073249E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.0536E-01  5.0536E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       6
+     Controlled by =  Rad Energy Density
+     ProcessID     =       0
+     Control Zone  =    8201
+     Recommend Dt  =  6.47862454070E-04
+     Max Change    =  6.17415004507E-01
+     Tr            =  2.42466237997E-02
+     Tr Old        =  3.08296994407E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  3.7589E-01  4.9286E-01  4.6429E-01
+  
+Teton driver: CPU MEM USE (rank 0): 7473.68MB
+
+=================================================================
+=================================================================
+Test driver finished time steps
+=================================================================
+Average throughput of single iteration of iterative solver was 1.06259e+09 unknowns calculated per second.
+Throughput of iterative solver was 2.41498e+08 unknowns calculated per second.
+(average throughput of single iteration * # iterations for solver to produce answer
+
+Total number of flux solver iterations for run: 22
+Total wall time for run: 100.527 seconds.
+=================================================================
+
+RESULT CHECK PASSED: Energy check (this is relative to total energy) 1.52118e-14 within tolerance of +/- 1e-09; check './unnamed.csv' for tally details
+
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/8-p2.out b/doc/sphinx/06_umt/umt_run_artifacts/8-p2.out
new file mode 100644
index 00000000..87f63364
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/8-p2.out
@@ -0,0 +1,276 @@
+srun -N 1 -n 8 ./installs/bin/test_driver -B global -d 31,31,31 -b 2
+Teton driver: number of MPI ranks: 8
+Teton driver: Running predefined benchmark problem UMT SP#2
+Teton driver: Using older GTA kernel, version 1.
+Teton: setting verbosity to 1
+=================================================================
+=================================================================
+Test driver starting time steps
+=================================================================
+Solving for 2928574464 global unknowns.
+(5719872 spatial elements * 32 directions (angles) * 16 energy groups)
+CPU memory needed per rank (average) for radiation intensity (PSI): 2792.91MB
+Current CPU memory use (rank 0): 6878.04MB
+Iteration control: relative tolerance set to 1e-07.
+=================================================================
+
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        1  timerad =       0.0010000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            4
+ TrMax =       0.0479810101 in Zone   98286 on Process     0
+ TeMax =       0.5000000000 in Zone    7677 on Process     7
+ Energy deposited in material =    0.0000000000E+00 ERad total =    5.5683591379E-08 Energy check =  -9.0769231227E-22
+ Recommended time step for next rad cycle =   5.0000000000E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.44528946         0.44528946
+ Sweep(CPU)     =     0.40454489         0.40454489
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.03860542         0.03860542
+ Finalization   =     0.00153463         0.00153463
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       7
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  4.79724661651E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.1855E-01  5.1855E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       2
+     Controlled by =  Rad Energy Density
+     ProcessID     =       7
+     Control Zone  =   81000
+     Recommend Dt  =  5.00000000000E-04
+     Max Change    =  8.45899370175E-01
+     Tr            =  3.13271659561E-02
+     Tr Old        =  5.00000000000E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.9758E-01  9.9758E-01  9.8387E-01
+  
+Teton driver: CPU MEM USE (rank 0): 7134.9MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        2  timerad =       0.0020000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            4
+ TrMax =       0.0432867167 in Zone   98291 on Process     0
+ TeMax =       0.5000000000 in Zone     182 on Process     7
+ Energy deposited in material =    0.0000000000E+00 ERad total =    3.3708352131E-08 Energy check =  -5.2246797509E-22
+ Recommended time step for next rad cycle =   7.1080930358E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.45487234         0.90016180
+ Sweep(CPU)     =     0.41388002         0.81842491
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.03856642         0.07717184
+ Finalization   =     0.00153646         0.00307109
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       7
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  4.32764069175E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.1855E-01  5.1855E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       3
+     Controlled by =  Rad Energy Density
+     ProcessID     =       7
+     Control Zone  =   75197
+     Recommend Dt  =  7.10809303578E-04
+     Max Change    =  5.62738835840E-01
+     Tr            =  3.16016065805E-02
+     Tr Old        =  3.88618915446E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.4315E-01  9.4839E-01  9.5161E-01
+  
+Teton driver: CPU MEM USE (rank 0): 7135.09MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        3  timerad =       0.0030000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            5
+ TrMax =       0.0368415233 in Zone   98075 on Process     0
+ TeMax =       0.5000000000 in Zone    7677 on Process     7
+ Energy deposited in material =    0.0000000000E+00 ERad total =    1.8820018007E-08 Energy check =   6.6956078667E-22
+ Recommended time step for next rad cycle =   8.1747200725E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.56297713         1.46313894
+ Sweep(CPU)     =     0.52232813         1.34075305
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.03822451         0.11539634
+ Finalization   =     0.00153378         0.00460487
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       7
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.67606531658E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.1855E-01  5.1855E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       4
+     Controlled by =  Rad Energy Density
+     ProcessID     =       2
+     Control Zone  =   21596
+     Recommend Dt  =  8.17472007246E-04
+     Max Change    =  4.89313391106E-01
+     Tr            =  3.04522415033E-02
+     Tr Old        =  3.60230638465E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  1.2137E-01  8.9032E-01  1.1290E-01
+  
+Teton driver: CPU MEM USE (rank 0): 7139.54MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        4  timerad =       0.0040000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            6
+ TrMax =       0.0307495758 in Zone   98059 on Process     0
+ TeMax =       0.5000000000 in Zone   12885 on Process     7
+ Energy deposited in material =    0.0000000000E+00 ERad total =    9.6263366891E-09 Energy check =   7.9096386058E-22
+ Recommended time step for next rad cycle =   6.8869345770E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.63381331         2.09695225
+ Sweep(CPU)     =     0.59309441         1.93384746
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.03830194         0.15369828
+ Finalization   =     0.00153131         0.00613618
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       7
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.96197792942E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.1855E-01  5.1855E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       5
+     Controlled by =  Rad Energy Density
+     ProcessID     =       0
+     Control Zone  =   98300
+     Recommend Dt  =  6.88693457698E-04
+     Max Change    =  5.80809931514E-01
+     Tr            =  2.95469392722E-02
+     Tr Old        =  3.67205986976E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.0847E-01  5.0323E-01  5.0000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 7140.44MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        5  timerad =       0.0050000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            5
+ TrMax =       0.0252402764 in Zone   86504 on Process     1
+ TeMax =       0.5000000000 in Zone    7677 on Process     7
+ Energy deposited in material =    0.0000000000E+00 ERad total =    4.4987299029E-09 Energy check =  -8.8079052265E-23
+ Recommended time step for next rad cycle =   6.1406701377E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.53637674         2.63332899
+ Sweep(CPU)     =     0.49572470         2.42957216
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.03823541         0.19193369
+ Finalization   =     0.00153127         0.00766745
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =       7
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.28069442425E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.1855E-01  5.1855E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       6
+     Controlled by =  Rad Energy Density
+     ProcessID     =       0
+     Control Zone  =   98300
+     Recommend Dt  =  6.14067013770E-04
+     Max Change    =  6.51394702907E-01
+     Tr            =  2.27036663097E-02
+     Tr Old        =  2.95469392722E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.0847E-01  5.0323E-01  5.0000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 7140.54MB
+
+=================================================================
+=================================================================
+Test driver finished time steps
+=================================================================
+Average throughput of single iteration of iterative solver was 4.44515e+08 unknowns calculated per second.
+Throughput of iterative solver was 9.26073e+07 unknowns calculated per second.
+(average throughput of single iteration * # iterations for solver to produce answer
+
+Total number of flux solver iterations for run: 24
+Total wall time for run: 158.118 seconds.
+=================================================================
+
+RESULT CHECK PASSED: Energy check (this is relative to total energy) 1.95786e-14 within tolerance of +/- 1e-09; check './unnamed.csv' for tally details
+
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/88-p1.out b/doc/sphinx/06_umt/umt_run_artifacts/88-p1.out
new file mode 100644
index 00000000..fc17b9d4
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/88-p1.out
@@ -0,0 +1,276 @@
+srun -N 1 -n 88 ./installs/bin/test_driver -B global -d 14,14,14 -b 1
+Teton driver: number of MPI ranks: 88
+Teton driver: Running predefined benchmark problem UMT SP#1
+Teton driver: Using older GTA kernel, version 1.
+Teton: setting verbosity to 1
+=================================================================
+=================================================================
+Test driver starting time steps
+=================================================================
+Solving for 4855431168 global unknowns.
+(526848 spatial elements * 72 directions (angles) * 128 energy groups)
+CPU memory needed per rank (average) for radiation intensity (PSI): 420.955MB
+Current CPU memory use (rank 0): 665.508MB
+Iteration control: relative tolerance set to 1e-07.
+=================================================================
+
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        1  timerad =       0.0010000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            8
+ TrMax =       0.0482621027 in Zone     360 on Process    29
+ TeMax =       0.5000000000 in Zone     786 on Process    87
+ Energy deposited in material =    0.0000000000E+00 ERad total =    5.5756061286E-08 Energy check =   2.7062993166E-23
+ Recommended time step for next rad cycle =   5.0000000000E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.11890877         0.11890877
+ Sweep(CPU)     =     0.11076150         0.11076150
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00764602         0.00764602
+ Finalization   =     0.00040366         0.00040366
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      87
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  4.44865790618E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.3393E-01  7.9107E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       2
+     Controlled by =  Rad Energy Density
+     ProcessID     =      87
+     Control Zone  =     504
+     Recommend Dt  =  5.00000000000E-04
+     Max Change    =  8.02787576411E-01
+     Tr            =  3.33198909910E-02
+     Tr Old        =  5.00000000000E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.9464E-01  9.9464E-01  9.6429E-01
+  
+Teton driver: CPU MEM USE (rank 0): 734.75MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        2  timerad =       0.0020000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =           10
+ TrMax =       0.0440951070 in Zone     168 on Process    29
+ TeMax =       0.5000000000 in Zone     673 on Process    87
+ Energy deposited in material =    0.0000000000E+00 ERad total =    3.3829894118E-08 Energy check =   3.6892428975E-23
+ Recommended time step for next rad cycle =   7.8567757548E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.14385147         0.26276024
+ Sweep(CPU)     =     0.13609272         0.24685422
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00745365         0.01509968
+ Finalization   =     0.00032458         0.00072824
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      87
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.88691695760E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.3393E-01  7.9107E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       3
+     Controlled by =  Rad Energy Density
+     ProcessID     =      87
+     Control Zone  =     409
+     Recommend Dt  =  7.85677575478E-04
+     Max Change    =  5.09114696008E-01
+     Tr            =  3.44289058322E-02
+     Tr Old        =  4.11318471455E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.3393E-01  9.3393E-01  8.9286E-01
+  
+Teton driver: CPU MEM USE (rank 0): 759.625MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        3  timerad =       0.0030000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =           10
+ TrMax =       0.0381348614 in Zone     168 on Process    32
+ TeMax =       0.5000000000 in Zone     786 on Process    87
+ Energy deposited in material =    0.0000000000E+00 ERad total =    1.8974947936E-08 Energy check =  -5.2987841414E-24
+ Recommended time step for next rad cycle =   8.5200516546E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.14224198         0.40500222
+ Sweep(CPU)     =     0.13548158         0.38233581
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00644513         0.02154481
+ Finalization   =     0.00032433         0.00105257
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      87
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.36214955767E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.3393E-01  7.9107E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       4
+     Controlled by =  Rad Energy Density
+     ProcessID     =      59
+     Control Zone  =     293
+     Recommend Dt  =  8.52005165463E-04
+     Max Change    =  4.69480721731E-01
+     Tr            =  3.57939554061E-02
+     Tr Old        =  4.19405769187E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  7.3125E-01  5.2857E-01  2.5000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 759.879MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        4  timerad =       0.0040000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =           11
+ TrMax =       0.0314093005 in Zone     168 on Process    29
+ TeMax =       0.5000000000 in Zone     673 on Process    87
+ Energy deposited in material =    0.0000000000E+00 ERad total =    9.7867634722E-09 Energy check =  -2.9970641493E-24
+ Recommended time step for next rad cycle =   7.2720575865E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.15549284         0.56049507
+ Sweep(CPU)     =     0.14873565         0.53107146
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00644213         0.02798693
+ Finalization   =     0.00032643         0.00137900
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      87
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.85749707271E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.3393E-01  7.9107E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       5
+     Controlled by =  Rad Energy Density
+     ProcessID     =      73
+     Control Zone  =     173
+     Recommend Dt  =  7.27205758646E-04
+     Max Change    =  5.50050649688E-01
+     Tr            =  3.05621913985E-02
+     Tr Old        =  3.73158710753E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  6.5982E-01  4.5714E-01  5.3571E-01
+  
+Teton driver: CPU MEM USE (rank 0): 760.148MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        5  timerad =       0.0050000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =           10
+ TrMax =       0.0250435473 in Zone     643 on Process    70
+ TeMax =       0.5000000000 in Zone     786 on Process    87
+ Energy deposited in material =    0.0000000000E+00 ERad total =    4.6354836685E-09 Energy check =   6.1594877686E-24
+ Recommended time step for next rad cycle =   6.4786245407E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.14202832         0.70252338
+ Sweep(CPU)     =     0.13526866         0.66634011
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00644423         0.03443116
+ Finalization   =     0.00032836         0.00170736
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      87
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.37582047773E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.3393E-01  7.9107E-01  5.3571E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       6
+     Controlled by =  Rad Energy Density
+     ProcessID     =      53
+     Control Zone  =    1319
+     Recommend Dt  =  6.47862454070E-04
+     Max Change    =  6.17415004507E-01
+     Tr            =  2.42466237997E-02
+     Tr Old        =  3.08296994407E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  6.2411E-01  4.9286E-01  4.6429E-01
+  
+Teton driver: CPU MEM USE (rank 0): 760.32MB
+
+=================================================================
+=================================================================
+Test driver finished time steps
+=================================================================
+Average throughput of single iteration of iterative solver was 5.6414e+09 unknowns calculated per second.
+Throughput of iterative solver was 5.75653e+08 unknowns calculated per second.
+(average throughput of single iteration * # iterations for solver to produce answer
+
+Total number of flux solver iterations for run: 49
+Total wall time for run: 42.1732 seconds.
+=================================================================
+
+RESULT CHECK PASSED: Energy check (this is relative to total energy) 1.32877e-15 within tolerance of +/- 1e-09; check './unnamed.csv' for tally details
+
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/88-p2.out b/doc/sphinx/06_umt/umt_run_artifacts/88-p2.out
new file mode 100644
index 00000000..b47cc21f
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/88-p2.out
@@ -0,0 +1,276 @@
+srun -N 1 -n 88 ./installs/bin/test_driver -B global -d 31,31,31 -b 2
+Teton driver: number of MPI ranks: 88
+Teton driver: Running predefined benchmark problem UMT SP#2
+Teton driver: Using older GTA kernel, version 1.
+Teton: setting verbosity to 1
+=================================================================
+=================================================================
+Test driver starting time steps
+=================================================================
+Solving for 2928574464 global unknowns.
+(5719872 spatial elements * 32 directions (angles) * 16 energy groups)
+CPU memory needed per rank (average) for radiation intensity (PSI): 253.901MB
+Current CPU memory use (rank 0): 620.566MB
+Iteration control: relative tolerance set to 1e-07.
+=================================================================
+
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        1  timerad =       0.0010000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            9
+ TrMax =       0.0479810101 in Zone      78 on Process    32
+ TeMax =       0.5000000000 in Zone    8680 on Process    87
+ Energy deposited in material =    0.0000000000E+00 ERad total =    5.5683591379E-08 Energy check =   1.1065304856E-22
+ Recommended time step for next rad cycle =   5.0000000000E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.13476113         0.13476113
+ Sweep(CPU)     =     0.12795384         0.12795384
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00654382         0.00654382
+ Finalization   =     0.00027570         0.00027570
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      87
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  4.45406753927E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.3790E-01  7.4435E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       2
+     Controlled by =  Rad Energy Density
+     ProcessID     =      87
+     Control Zone  =    5760
+     Recommend Dt  =  5.00000000000E-04
+     Max Change    =  8.45899370175E-01
+     Tr            =  3.13271659561E-02
+     Tr Old        =  5.00000000000E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.9758E-01  9.9758E-01  9.8387E-01
+  
+Teton driver: CPU MEM USE (rank 0): 640.855MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        2  timerad =       0.0020000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            9
+ TrMax =       0.0432867167 in Zone      83 on Process    32
+ TeMax =       0.5000000000 in Zone    1007 on Process    87
+ Energy deposited in material =    0.0000000000E+00 ERad total =    3.3708352131E-08 Energy check =  -1.3937085491E-22
+ Recommended time step for next rad cycle =   7.1080930358E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.11294706         0.24770819
+ Sweep(CPU)     =     0.10655851         0.23451235
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00612569         0.01266951
+ Finalization   =     0.00026795         0.00054365
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      87
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.89561386109E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.3790E-01  7.4435E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       3
+     Controlled by =  Rad Energy Density
+     ProcessID     =      87
+     Control Zone  =    5285
+     Recommend Dt  =  7.10809303578E-04
+     Max Change    =  5.62738835840E-01
+     Tr            =  3.16016065805E-02
+     Tr Old        =  3.88618915446E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.4315E-01  9.4839E-01  9.5161E-01
+  
+Teton driver: CPU MEM USE (rank 0): 660.914MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        3  timerad =       0.0030000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =            9
+ TrMax =       0.0368415233 in Zone      11 on Process    31
+ TeMax =       0.5000000000 in Zone    8393 on Process    87
+ Energy deposited in material =    0.0000000000E+00 ERad total =    1.8820018007E-08 Energy check =  -4.3654189810E-23
+ Recommended time step for next rad cycle =   8.1747200725E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.10555703         0.35326522
+ Sweep(CPU)     =     0.09903241         0.33354476
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00624680         0.01891631
+ Finalization   =     0.00026475         0.00080840
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      87
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  3.38364264332E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.3790E-01  7.4435E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       4
+     Controlled by =  Rad Energy Density
+     ProcessID     =       9
+     Control Zone  =    4124
+     Recommend Dt  =  8.17472007246E-04
+     Max Change    =  4.89313391106E-01
+     Tr            =  3.04522415033E-02
+     Tr Old        =  3.60230638465E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  1.2137E-01  8.9032E-01  1.1290E-01
+  
+Teton driver: CPU MEM USE (rank 0): 661.191MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        4  timerad =       0.0040000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =           10
+ TrMax =       0.0307495758 in Zone     139 on Process    30
+ TeMax =       0.5000000000 in Zone    2949 on Process    82
+ Energy deposited in material =    0.0000000000E+00 ERad total =    9.6263366891E-09 Energy check =  -2.6039121719E-23
+ Recommended time step for next rad cycle =   6.8869345770E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.12062694         0.47389216
+ Sweep(CPU)     =     0.11429975         0.44784451
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00606132         0.02497764
+ Finalization   =     0.00027127         0.00107967
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      87
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.89953071979E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.3790E-01  7.4435E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       5
+     Controlled by =  Rad Energy Density
+     ProcessID     =      32
+     Control Zone  =      92
+     Recommend Dt  =  6.88693457698E-04
+     Max Change    =  5.80809931514E-01
+     Tr            =  2.95469392722E-02
+     Tr Old        =  3.67205986976E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  5.0847E-01  5.0323E-01  5.0000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 661.359MB
+ 
+ >>>>>>>>>>>>>>>     End of Radiation Step Report    <<<<<<<<<<<<<<<
+ TIME STEP        5  timerad =       0.0050000000  dtrad =   1.0000000000E-03
+ 
+ FluxIters =           10
+ TrMax =       0.0252402764 in Zone    7568 on Process    49
+ TeMax =       0.5000000000 in Zone    8393 on Process    87
+ Energy deposited in material =    0.0000000000E+00 ERad total =    4.4987299029E-09 Energy check =  -1.3487213347E-23
+ Recommended time step for next rad cycle =   6.1406701377E-04
+ 
+ *****************     Threading     ****************
+ # threads per rank, cpu        =     1
+ *****************     Run Time     *****************
+                     Cycle (min)     Accumulated (min)
+ RADTR          =     0.11982491         0.59371706
+ Sweep(CPU)     =     0.11355228         0.56139679
+ Sweep(GPU)     =     0.00000000         0.00000000
+ Initialization =     0.00600395         0.03098159
+ Finalization   =     0.00027047         0.00135014
+  
+ *****************   Convergence    *****************
+     Controlled by =  Intensity 
+     ProcessID     =      87
+     Zone          =       1
+     Rel Error     =  0.00000000000E+00
+     Tr            =  2.43606971700E-02
+     Te            =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  9.3790E-01  7.4435E-01  5.3226E-01
+  
+ *****************  Time Step Vote  *****************
+     For Cycle     =       6
+     Controlled by =  Rad Energy Density
+     ProcessID     =      32
+     Control Zone  =      77
+     Recommend Dt  =  6.14067013770E-04
+     Max Change    =  6.51394702907E-01
+     Tr            =  2.27036663097E-02
+     Tr Old        =  2.95469392722E-02
+     Te            =  5.00000000000E-01
+     Te Old        =  5.00000000000E-01
+     Rho           =  1.31000000000E+00
+     Cv            =  5.01000000000E-01
+     Source Rate   =  0.00000000000E+00
+     Coordinates   =  4.9153E-01  4.9677E-01  5.0000E-01
+  
+Teton driver: CPU MEM USE (rank 0): 661.52MB
+
+=================================================================
+=================================================================
+Test driver finished time steps
+=================================================================
+Average throughput of single iteration of iterative solver was 3.86146e+09 unknowns calculated per second.
+Throughput of iterative solver was 4.10793e+08 unknowns calculated per second.
+(average throughput of single iteration * # iterations for solver to produce answer
+
+Total number of flux solver iterations for run: 47
+Total wall time for run: 35.6454 seconds.
+=================================================================
+
+RESULT CHECK PASSED: Energy check (this is relative to total energy) 2.998e-15 within tolerance of +/- 1e-09; check './unnamed.csv' for tally details
+
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/roci_spr_Problem1.csv b/doc/sphinx/06_umt/umt_run_artifacts/roci_spr_Problem1.csv
new file mode 100644
index 00000000..a7a06678
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/roci_spr_Problem1.csv
@@ -0,0 +1,7 @@
+nprocs,iterations,memory,wall_time,single_throughput,total_throughput,TotalMemory,PctMemory,Ideal
+1,15,52276.3,581.864,125169000.0,41723100.0,52276.3,40.840859375,125169000.0
+8,22,7473.68,100.527,1062590000.0,241498000.0,59789.44,46.7105,1001352000.0
+32,33,1937.47,49.6981,3224050000.0,488492000.0,61999.04,48.43675,4005408000.0
+56,42,1020.18,38.5321,5292420000.0,630051000.0,57130.079999999994,44.632875,7009464000.0
+88,49,760.32,42.1732,5641400000.0,575653000.0,66908.16,52.272000000000006,11014872000.0
+112,46,530.523,28.5231,7830500000.0,851141000.0,59418.576,46.4207625,14018928000.0
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/roci_spr_Problem2.csv b/doc/sphinx/06_umt/umt_run_artifacts/roci_spr_Problem2.csv
new file mode 100644
index 00000000..1f38a875
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/roci_spr_Problem2.csv
@@ -0,0 +1,7 @@
+nprocs,iterations,memory,wall_time,single_throughput,total_throughput,TotalMemory,PctMemory,Ideal
+1,15,48315.3,724.603,60624400.0,20208100.0,48315.3,37.746328125000005,60624400.0
+8,24,7140.54,158.118,444515000.0,92607300.0,57124.32,44.628375,484995200.0
+32,33,1625.43,57.3876,1684040000.0,255157000.0,52013.76,40.63575,1939980800.0
+56,41,1045.1,48.617,2469740000.0,301188000.0,58525.59999999999,45.723124999999996,3394966400.0
+88,47,661.52,35.6454,3861460000.0,410793000.0,58213.759999999995,45.479499999999994,5334947200.0
+112,46,559.891,31.278,4307010000.0,468153000.0,62707.791999999994,48.99046249999999,6789932800.0
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/run_umt b/doc/sphinx/06_umt/umt_run_artifacts/run_umt
new file mode 100755
index 00000000..518cac89
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/run_umt
@@ -0,0 +1,41 @@
+#!/bin/bash
+
+get_rslt() {
+    fout=$1
+    mem=$(awk '/CPU\ MEM\ USE/ {print $NF}' $fout | tail -n 1 | tr -d 'MB')
+    unknowns=$(awk '/global\ unknowns/ {print $3}' $fout)
+    iters=$(awk '/flux\ solver\ iterations\ for/ {print $NF}' $fout)
+    wtime=$(awk '/Total\ wall\ time/ {print $6}' $fout)
+    singlefom=$(awk '/single\ iteration\ of\ iterative/ {print $10}' $fout)
+    totalfom=$(awk '/Throughput\ of\ iterative/ {print $6}' $fout)
+    rslt_string="${iters},${unknowns}${mem},${wtime},${singlefom},${totalfom}"
+    echo $rslt_string
+}
+
+UMT=./installs/bin/test_driver
+nprocs="1 8 32 56 88 112"
+d1=14
+d2=31
+da1="$d1,$d1,$d1"
+da2="$d2,$d2,$d2"
+rslt_dir="umt_result"
+mkdir -p $rslt_dir/checks
+
+summaryf="${rslt_dir}/umt_summary.csv"
+echo "Problem,nprocs,iterations,unknowns,memory,wall_time,single_throughput,total_throughput" > $summaryf
+
+for n in $nprocs; do
+    outf="${rslt_dir}/${n}-p1.out"
+    echo "srun -N 1 -n $n $UMT -B global -d $da1 -b 1" > $outf
+    srun -N 1 -n $n $UMT -B global -d $da1 -b 1 >> $outf
+    rslt_grab=$(get_rslt $outf)
+    echo "1,${n},${rslt_grab}" >> $summaryf
+    mv unnamed.csv "${rslt_dir}/checks/n${n}-p1.check"
+
+    outf="${rslt_dir}/${n}-p2.out"
+    echo "srun -N 1 -n $n $UMT -B global -d $da2 -b 2" > $outf
+    srun -N 1 -n $n $UMT -B global -d $da2 -b 2 >> $outf
+    rslt_grab=$(get_rslt $outf)
+    echo "2,${n},${rslt_grab}" >> $summaryf
+    mv unnamed.csv "${rslt_dir}/checks/n${n}-p2.check"
+done
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n1-p1.check.csv b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n1-p1.check.csv
new file mode 100644
index 00000000..43937853
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n1-p1.check.csv
@@ -0,0 +1,2 @@
+# mpi ranks, Mem for PSI (kb), process rss mem (kb), # solver unknowns (extents of PSI), total # flux iterations, # time steps, walltime(seconds),energy check, energy in radiation field, maximum electron temperature, maximum radiation temperature, incident power, escaping power, power absorbed, power emitted
+1, 37933056, 53531164, 4855431168, 15, 5, 581.8638080270001, -6.2092282588538e-22, 4.63548366854215e-09, 0.5000000000000002, 0.0250435472523877, 0, 5.151279803700575e-06, 0, 0
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n1-p2.check.csv b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n1-p2.check.csv
new file mode 100644
index 00000000..4c50cbac
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n1-p2.check.csv
@@ -0,0 +1,2 @@
+# mpi ranks, Mem for PSI (kb), process rss mem (kb), # solver unknowns (extents of PSI), total # flux iterations, # time steps, walltime(seconds),energy check, energy in radiation field, maximum electron temperature, maximum radiation temperature, incident power, escaping power, power absorbed, power emitted
+1, 22879488, 49474856, 2928574464, 15, 5, 724.6027850989999, -4.021805938432028e-21, 4.498729902876704e-09, 0.5000000000000002, 0.0252402763881051, 0, 5.127606786188107e-06, 0, 0
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n112-p1.check.csv b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n112-p1.check.csv
new file mode 100644
index 00000000..3fe2519d
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n112-p1.check.csv
@@ -0,0 +1,2 @@
+# mpi ranks, Mem for PSI (kb), process rss mem (kb), # solver unknowns (extents of PSI), total # flux iterations, # time steps, walltime(seconds),energy check, energy in radiation field, maximum electron temperature, maximum radiation temperature, incident power, escaping power, power absorbed, power emitted
+112, 338688, 543308, 4855431168, 46, 5, 28.52306613400015, 1.924323032348594e-24, 4.635483668542168e-09, 0.5000000000000002, 0.02504354725238771, 0, 5.15127980369994e-06, 0, 0
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n112-p2.check.csv b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n112-p2.check.csv
new file mode 100644
index 00000000..055fca71
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n112-p2.check.csv
@@ -0,0 +1,2 @@
+# mpi ranks, Mem for PSI (kb), process rss mem (kb), # solver unknowns (extents of PSI), total # flux iterations, # time steps, walltime(seconds),energy check, energy in radiation field, maximum electron temperature, maximum radiation temperature, incident power, escaping power, power absorbed, power emitted
+112, 204281.140625, 573328, 2928574464, 46, 5, 31.2779654699998, 1.797211970954812e-23, 4.49872990287675e-09, 0.5000000000000002, 0.0252402763881051, 0, 5.127606786184056e-06, 0, 0
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n32-p1.check.csv b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n32-p1.check.csv
new file mode 100644
index 00000000..b7a87cd3
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n32-p1.check.csv
@@ -0,0 +1,2 @@
+# mpi ranks, Mem for PSI (kb), process rss mem (kb), # solver unknowns (extents of PSI), total # flux iterations, # time steps, walltime(seconds),energy check, energy in radiation field, maximum electron temperature, maximum radiation temperature, incident power, escaping power, power absorbed, power emitted
+32, 1185408, 1983968, 4855431168, 33, 5, 49.69812994300037, 1.116994754496839e-24, 4.635483668542169e-09, 0.5000000000000002, 0.0250435472523877, 0, 5.15127980369994e-06, 0, 0
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n32-p2.check.csv b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n32-p2.check.csv
new file mode 100644
index 00000000..fd91b970
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n32-p2.check.csv
@@ -0,0 +1,2 @@
+# mpi ranks, Mem for PSI (kb), process rss mem (kb), # solver unknowns (extents of PSI), total # flux iterations, # time steps, walltime(seconds),energy check, energy in radiation field, maximum electron temperature, maximum radiation temperature, incident power, escaping power, power absorbed, power emitted
+32, 714984, 1664440, 2928574464, 33, 5, 57.38760542599994, 9.892219486130141e-24, 4.498729902876738e-09, 0.5000000000000002, 0.0252402763881051, 0, 5.127606786184083e-06, 0, 0
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n56-p1.check.csv b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n56-p1.check.csv
new file mode 100644
index 00000000..2349c484
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n56-p1.check.csv
@@ -0,0 +1,2 @@
+# mpi ranks, Mem for PSI (kb), process rss mem (kb), # solver unknowns (extents of PSI), total # flux iterations, # time steps, walltime(seconds),energy check, energy in radiation field, maximum electron temperature, maximum radiation temperature, incident power, escaping power, power absorbed, power emitted
+56, 677376, 1044660, 4855431168, 42, 5, 38.53207752400021, 7.853553663128697e-24, 4.635483668542168e-09, 0.5000000000000002, 0.02504354725238771, 0, 5.151279803699934e-06, 0, 0
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n56-p2.check.csv b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n56-p2.check.csv
new file mode 100644
index 00000000..a77db96d
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n56-p2.check.csv
@@ -0,0 +1,2 @@
+# mpi ranks, Mem for PSI (kb), process rss mem (kb), # solver unknowns (extents of PSI), total # flux iterations, # time steps, walltime(seconds),energy check, energy in radiation field, maximum electron temperature, maximum radiation temperature, incident power, escaping power, power absorbed, power emitted
+56, 408562.28125, 1070180, 2928574464, 41, 5, 48.61703363399965, -4.892363078884034e-23, 4.498729902876752e-09, 0.5000000000000002, 0.0252402763881051, 0, 5.127606786184122e-06, 0, 0
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n8-p1.check.csv b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n8-p1.check.csv
new file mode 100644
index 00000000..51d3a6d6
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n8-p1.check.csv
@@ -0,0 +1,2 @@
+# mpi ranks, Mem for PSI (kb), process rss mem (kb), # solver unknowns (extents of PSI), total # flux iterations, # time steps, walltime(seconds),energy check, energy in radiation field, maximum electron temperature, maximum radiation temperature, incident power, escaping power, power absorbed, power emitted
+8, 4741632, 7653044, 4855431168, 22, 5, 100.527164093, 7.051413942524565e-23, 4.635483668542169e-09, 0.5000000000000002, 0.02504354725238771, 0, 5.151279803699873e-06, 0, 0
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n8-p2.check.csv b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n8-p2.check.csv
new file mode 100644
index 00000000..8f8ae645
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n8-p2.check.csv
@@ -0,0 +1,2 @@
+# mpi ranks, Mem for PSI (kb), process rss mem (kb), # solver unknowns (extents of PSI), total # flux iterations, # time steps, walltime(seconds),energy check, energy in radiation field, maximum electron temperature, maximum radiation temperature, incident power, escaping power, power absorbed, power emitted
+8, 2859936, 7311908, 2928574464, 24, 5, 158.117822144, -8.807905226465046e-23, 4.49872990287678e-09, 0.5000000000000002, 0.0252402763881051, 0, 5.127606786184134e-06, 0, 0
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n88-p1.check.csv b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n88-p1.check.csv
new file mode 100644
index 00000000..852a7412
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n88-p1.check.csv
@@ -0,0 +1,2 @@
+# mpi ranks, Mem for PSI (kb), process rss mem (kb), # solver unknowns (extents of PSI), total # flux iterations, # time steps, walltime(seconds),energy check, energy in radiation field, maximum electron temperature, maximum radiation temperature, incident power, escaping power, power absorbed, power emitted
+88, 431057.453125, 778568, 4855431168, 49, 5, 42.17321629700018, 6.159487768620096e-24, 4.635483668542166e-09, 0.5000000000000002, 0.0250435472523877, 0, 5.151279803699936e-06, 0, 0
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n88-p2.check.csv b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n88-p2.check.csv
new file mode 100644
index 00000000..4f2fdf24
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/umt_output_csvs/n88-p2.check.csv
@@ -0,0 +1,2 @@
+# mpi ranks, Mem for PSI (kb), process rss mem (kb), # solver unknowns (extents of PSI), total # flux iterations, # time steps, walltime(seconds),energy check, energy in radiation field, maximum electron temperature, maximum radiation temperature, incident power, escaping power, power absorbed, power emitted
+88, 259994.1796875, 677396, 2928574464, 47, 5, 35.64536552599975, -1.348721334706864e-23, 4.498729902876749e-09, 0.5000000000000002, 0.0252402763881051, 0, 5.127606786184092e-06, 0, 0
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/umt_parse.py b/doc/sphinx/06_umt/umt_run_artifacts/umt_parse.py
new file mode 100644
index 00000000..b7b177ff
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/umt_parse.py
@@ -0,0 +1,21 @@
+#!/usr/bin/env python3
+
+import pandas as pd
+import os
+
+if __name__ == "__main__":
+    umtdata = pd.read_csv("umt_summary.csv")
+    # Add summary columns
+    outfiles = [f for f in os.listdir('.') if f.endswith('.out')]
+    umtdata["TotalMemory"] = umtdata["memory"]*umtdata["nprocs"]
+    umtdata["PctMemory"] = umtdata["TotalMemory"]/1280
+    umtsplit = dict()
+    for grp, data in umtdata.groupby('Problem'):
+        data.drop('Problem', axis=1, inplace=True)
+        data.set_index('nprocs', inplace=True)
+        data['Ideal']  = data['single_throughput'][1]*data.index
+        umtsplit[grp] = data
+        
+    for prob, data in umtsplit.items():
+        name=f"../roci_spr_Problem{prob}.csv"
+        data.to_csv(name)
\ No newline at end of file
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/umt_summary.csv b/doc/sphinx/06_umt/umt_run_artifacts/umt_summary.csv
new file mode 100644
index 00000000..9b7b8806
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/umt_summary.csv
@@ -0,0 +1,13 @@
+Problem,nprocs,iterations,memory,wall_time,single_throughput,total_throughput
+1,1,15,52276.3,581.864,1.25169e+08,4.17231e+07
+2,1,15,48315.3,724.603,6.06244e+07,2.02081e+07
+1,8,22,7473.68,100.527,1.06259e+09,2.41498e+08
+2,8,24,7140.54,158.118,4.44515e+08,9.26073e+07
+1,32,33,1937.47,49.6981,3.22405e+09,4.88492e+08
+2,32,33,1625.43,57.3876,1.68404e+09,2.55157e+08
+1,56,42,1020.18,38.5321,5.29242e+09,6.30051e+08
+2,56,41,1045.1,48.617,2.46974e+09,3.01188e+08
+1,88,49,760.32,42.1732,5.6414e+09,5.75653e+08
+2,88,47,661.52,35.6454,3.86146e+09,4.10793e+08
+1,112,46,530.523,28.5231,7.8305e+09,8.51141e+08
+2,112,46,559.891,31.278,4.30701e+09,4.68153e+08
diff --git a/doc/sphinx/06_umt/umt_run_artifacts/unknowns.csv b/doc/sphinx/06_umt/umt_run_artifacts/unknowns.csv
new file mode 100644
index 00000000..22b3295e
--- /dev/null
+++ b/doc/sphinx/06_umt/umt_run_artifacts/unknowns.csv
@@ -0,0 +1,13 @@
+nprocs,problem,unknowns
+1,1,4855431168
+1,2,2928574464
+8,1,4855431168
+8,2,2928574464
+32,1,4855431168
+32,2,2928574464
+56,1,4855431168
+56,2,2928574464
+88,1,4855431168
+88,2,2928574464
+112,1,4855431168
+112,2,2928574464