diff --git a/doc/sphinx/08_sparta/bsub-vortex-memory.sh b/doc/sphinx/08_sparta/bsub-vortex-memory.sh
new file mode 100755
index 00000000..5376c203
--- /dev/null
+++ b/doc/sphinx/08_sparta/bsub-vortex-memory.sh
@@ -0,0 +1,51 @@
+#!/bin/bash
+# This submits a full sweep
+
+export NUM_DUPLICATES=1
+export APP_REPEAT=1
+export BSUB_OPTIONS="-W 04:00 -core_isolation 2 -J sparta"
+
+for (( i=0 ; i<${NUM_DUPLICATES} ; i++ )) ; do
+
+    export SPARTA_IS_KOKKOS_TOOLS="yes"
+    export DIR_TAG="memory"
+    export APP_NAME="spa_vortex_kokkos"
+
+    export SPARTA_PPC=5
+    export SPARTA_RUN=13937
+    export SPARTA_STATS=300
+    export SLURM_JOB_ID=${SPARTA_PPC}${RANDOM}
+    sleep 0.2
+    bsub ${BSUB_OPTIONS} run-vortex.sh
+
+    export SPARTA_PPC=4
+    export SPARTA_RUN=17299
+    export SPARTA_STATS=400
+    export SLURM_JOB_ID=${SPARTA_PPC}${RANDOM}
+    sleep 0.2
+    bsub ${BSUB_OPTIONS} run-vortex.sh
+
+    export SPARTA_PPC=3
+    export SPARTA_RUN=20536
+    export SPARTA_STATS=400
+    export SLURM_JOB_ID=${SPARTA_PPC}${RANDOM}
+    sleep 0.2
+    bsub ${BSUB_OPTIONS} run-vortex.sh
+
+    export SPARTA_PPC=2
+    export SPARTA_RUN=28583
+    export SPARTA_STATS=600
+    export SLURM_JOB_ID=${SPARTA_PPC}${RANDOM}
+    sleep 0.2
+    bsub ${BSUB_OPTIONS} run-vortex.sh
+
+    export SPARTA_PPC=1
+    export SPARTA_RUN=43543
+    export SPARTA_STATS=1000
+    export SLURM_JOB_ID=${SPARTA_PPC}${RANDOM}
+    sleep 0.2
+    bsub ${BSUB_OPTIONS} run-vortex.sh
+
+done
+
+exit 0
diff --git a/doc/sphinx/08_sparta/build-vortex.sh b/doc/sphinx/08_sparta/build-vortex.sh
new file mode 100755
index 00000000..539ba6f1
--- /dev/null
+++ b/doc/sphinx/08_sparta/build-vortex.sh
@@ -0,0 +1,42 @@
+#!/bin/sh
+
+umask 022
+set -e
+set -x
+
+dir_root="`git rev-parse --show-toplevel`"
+dir_src="${dir_root}/sparta"
+dir_base="` pwd -P `"
+
+module load cuda/11.2.0
+module load gcc/8.3.1
+module list
+
+# do the build
+pushd "${dir_src}"
+git clean -fdx
+git reset --hard
+rm -f src/spa_*
+popd
+# cp -a Makefile.vortex_kokkos "${dir_src}/src/MAKE"
+pushd "${dir_src}/src"
+make clean-all
+make yes-kokkos
+make -j 16 vortex_kokkos
+echo "Resultant build info:"
+ls -lh "`pwd -P`/spa_vortex_kokkos"
+cp -a "`pwd -P`/spa_vortex_kokkos" "${dir_base}"
+popd
+
+# build map_cpu for binding
+pushd "${dir_root}/map_cpu"
+gcc -O2 -o map_cpu map_cpu.c
+popd
+
+# build Kokkos Tools for memory information (if desired)
+pushd "${dir_root}/kokkos-tools/profiling/space-time-stack"
+make CXX=mpicxx
+popd
+
+
+exit 0
diff --git a/doc/sphinx/08_sparta/run-vortex.sh b/doc/sphinx/08_sparta/run-vortex.sh
new file mode 100755
index 00000000..22f7aa30
--- /dev/null
+++ b/doc/sphinx/08_sparta/run-vortex.sh
@@ -0,0 +1,165 @@
+#!/bin/bash
+#SBATCH --job-name=sparta-L1
+#SBATCH --nodes=1
+#SBATCH --time=4:00:00
+#SBATCH --core-spec=0  # this seemingly needs to be done with sbatch
+##SBATCH --exclude=nid006219,nid005850,nid003658,nid001813,nid001451,nid002233,nid005892,nid005896,nid003804,nid002065,nid001855,nid005912,nid006402,nid005723,nid006615,nid005851,nid005356
+
+umask 022
+ulimit -c unlimited
+set -e
+set -x
+
+# module!
+module load cuda/11.2.0
+module load gcc/8.3.1
+
+# directory and log file setup
+export SLURM_JOB_ID=${SLURM_JOB_ID:-424242}
+export DIR_BASE="`pwd -P`"
+export DIR_ROOT="`git rev-parse --show-toplevel`"
+export DIR_SRC="${DIR_ROOT}/sparta"
+export DIR_EXE="${DIR_SRC}/src"
+export DIR_TAG="${DIR_TAG:-run}"
+export DAYSTAMP="`date '+%Y%m%d'`"
+export SECSTAMP="`date '+%Y%m%d_%H%M%S'`"
+export FULLUNIQ="${SECSTAMP}_${RANDOM}"
+export DIR_CASE="${SECSTAMP}_${SLURM_JOB_ID}"
+export DIR_RUN="${DIR_TAG}-${DIR_CASE}"
+export TMPDIR="/tmp/$SLURM_JOB_ID"  # set to avoid potential runtime error
+export FILE_LOG="output-srun-${DIR_CASE}.log"
+export FILE_METRICS="output-metrics-${DIR_CASE}.csv"
+export FILE_ENV="output-environment-${DIR_CASE}.txt"
+export FILE_STATE="output-state-${DIR_CASE}.log"
+export FILE_TRY="output-script-${DIR_CASE}.log"
+export FILE_TIME="output-time-${DIR_CASE}.txt"
+
+# SPARTA setup
+export SPARTA_PPC=${SPARTA_PPC:-5}
+export SPARTA_RUN=${SPARTA_RUN:-1000}
+export SPARTA_STATS=${SPARTA_STATS:-1000}
+export SPARTA_IS_KOKKOS_TOOLS="${SPARTA_IS_KOKKOS_TOOLS:-no}"
+export APP_REPEAT=${APP_REPEAT:-1}
+export APP_NAME=${APP_NAME:-"spa_vortex_kokkos"}
+export APP_EXE="${DIR_BASE}/${APP_NAME}"
+
+# MPI & hardware setup
+export SLURM_JOB_NUM_NODES=${SLURM_JOB_NUM_NODES:-1}
+export NODES=${NODES:-$SLURM_JOB_NUM_NODES}
+export RANKS_PER_DOMAIN=${RANKS_PER_DOMAIN:-1}
+export SOCKETS_PER_NODE=${SOCKETS_PER_NODE:-2}
+export DOMAINS_PER_SOCKET=${DOMAINS_PER_SOCKET:-2}
+export RANKS_PER_SOCKET=$(( $RANKS_PER_DOMAIN * $DOMAINS_PER_SOCKET ))
+export RANKS_PER_NODE=$(( $RANKS_PER_DOMAIN * $DOMAINS_PER_SOCKET * $SOCKETS_PER_NODE ))
+export RANKS_PER_JOB=$(( $RANKS_PER_NODE * $NODES ))
+export SPARTA_RANK_BIND="`${DIR_ROOT}/map_cpu/map_cpu ${RANKS_PER_NODE} 2>/dev/null`"
+
+# Thread setup
+export SWTHREADS_PER_RANK=${SWTHREADS_PER_RANK:-1}
+export HWTHREADS_PER_CORE=${HWTHREADS_PER_CORE:-1}
+export PLACEHOLDERS_PER_RANK=$(( $SWTHREADS_PER_RANK * $HWTHREADS_PER_CORE ))
+export PLACEHOLDERS_PER_RANK=1
+export PES_PER_NODE=$(( $RANKS_PER_NODE * $SWTHREADS_PER_RANK ))
+
+# OpenMP setup
+# export OMP_NUM_THREADS=${SWTHREADS_PER_RANK}
+# export GOMP_CPU_AFFINITY=${SPARTA_RANK_BIND}  # "112-223"
+# export OMP_PROC_BIND=spread #TRUE #spread
+# export OMP_PLACES=threads #'{1,2}' #threads
+# export SRUN_CPUS_PER_TASK=${SRUN_CPUS_PER_TASK:-28}
+# export OMP_DISPLAY_ENV=VERBOSE
+# export OMP_STACKSIZE=2G
+# export MPICH_MAX_THREAD_SAFETY=multiple
+# export FI_CXI_RX_MATCH_MODE=software
+
+# Kokkos Tools
+if test "${SPARTA_IS_KOKKOS_TOOLS}" = "yes" ; then
+    export KOKKOS_TOOLS_LIBS="${DIR_ROOT}/kokkos-tools/profiling/space-time-stack/kp_space_time_stack.so"
+else
+    unset KOKKOS_TOOLS_LIBS
+fi
+
+# Create and populate run folder and edit input file
+prep_toplevel_run()
+{
+    mkdir -p "${DIR_BASE}/${DIR_RUN}"
+    cd "${DIR_BASE}/${DIR_RUN}"
+    # cp -a "${DIR_SRC}/examples/cylinder/in.cylinder" ./
+    awk "\$1 ~ /^run\$/ {\$2 = ${SPARTA_RUN}}1" "${DIR_SRC}/examples/cylinder/in.cylinder" \
+        | awk "\$2 ~ /^ppc\$/ {\$4 = ${SPARTA_PPC}}1" \
+        | awk "\$1 ~ /^stats\$/ {\$2 = ${SPARTA_STATS}}1" \
+        > "./in.cylinder"
+    cp -a "${DIR_SRC}/examples/cylinder/circle_R0.5_P10000.surf" ./
+    cp -a "${DIR_SRC}"/examples/cylinder/air.* ./
+    ln -s ../sparta_fom.py ./
+}
+export -f prep_toplevel_run
+prep_toplevel_run
+
+print_system_env_info()
+{
+    echo "################"
+    echo "INFO: System and environment information"
+    echo "    INFO: Date and Time"
+    date
+    echo "    INFO: modules"
+    module list
+    echo "    INFO: CPU info"
+    # cat /proc/cpuinfo | tail -27
+    lscpu
+    echo "    INFO: memory info"
+    cat /proc/meminfo
+    echo "    INFO: SLURM info"
+    env | grep -i slurm
+    echo "    INFO: HOST info"
+    hostname
+    echo "    INFO: NUMA info"
+    numactl --hardware
+}
+export -f print_system_env_info
+print_system_env_info >"${FILE_ENV}" 2>&1
+
+# do work
+run_try()
+{
+    set -x
+    i=$1
+    echo "INFO: Perform Simulation #${i}"
+    date
+    dir_try="try-` printf '%02d' $i `"
+    mkdir -p "${dir_try}"
+    pushd "${dir_try}"
+    ln -s ../air.* ../*.surf ../in.cylinder ./
+    ln -s ../sparta_fom.py ./
+    # /usr/bin/time --verbose --output="${FILE_TIME}" \
+    # time \
+    #         -r 1 \  # 1 instance per node
+    #         -a 1 \  # MPI ranks
+    #         -c 1 \  # cores/rank
+    #         -g 1 \  # GPUs
+    #         -l gpu-gpu \  # affinity
+    #         -d packed  \  # affinity
+        jsrun \
+            -M "-gpu -disable_gdr" \
+            -r 1 \
+            -a 1 \
+            -c 1 \
+            -g 1 \
+            -l gpu-gpu \
+            -d packed  \
+            -o "${FILE_LOG//.log/-${i}-stdout.log}" \
+            -k "${FILE_LOG//.log/-${i}-stderr.log}" \
+            "${APP_EXE}" \
+                -k on g 1 -sf kk \
+                -in "in.cylinder"
+    popd
+    date
+}
+export -f run_try
+
+for (( i=0; i<${APP_REPEAT}; i++ )) ; do
+    echo "INFO: Perform Simulation #${i} at ` date `"
+    run_try $i >"${FILE_TRY//.log/-${i}.log}" 2>&1
+done
+                        
+exit 0