Merge remote-tracking branch 'origin/develop' into develop

Author: KYANJO

CITATION.cff

@@ -10,5 +10,5 @@ authors:
 title: "ICESEE: A state-of-the-art data assimilation software package for coupling ice sheet models."
 version: 1.0.0
 #doi: 10.5281/zenodo.1234
-date-released: 2025-07-18
+date-released: 02/20/2026
 url: "https://github.com/ICESEE-project/ICESEE"

README.md

@@ -24,6 +24,9 @@ To get started with ICESEE:
 - [Build ICESEE as a package](https://github.com/ICESEE-project/ICESEE/wiki/3.-Build-ICESEE-as-a-package)  
 - [Developmental notes](https://github.com/ICESEE-project/ICESEE/wiki/4.-Development-Notes)
 
+>For Cluster installation and runs, see [ICESEE-Spack](https://github.com/ICESEE-project/ICESEE-Spack) 
+ and for cloud runs, see [ICESEE-GHUB](https://github.com/ICESEE-project/ICESEE-GHUB)
+
 ---
 
 ## Supported Models

applications/issm_model/examples/ISMIP_Choi/run_job_spack.sbatch

@@ -0,0 +1,45 @@
+#!/bin/bash
+#SBATCH -t25:00:00
+#SBATCH -JISMIP
+#SBATCH -N 4
+#SBATCH -n 96
+#SBATCH --ntasks-per-node=24
+#SBATCH -p cpu-large                 # pick ONE partition; or switch to: -p inferno
+#SBATCH --mem=256G                   # ensure this is allowed per node on that partition
+#SBATCH -A gts-arobel3-atlas
+#SBATCH -ostrong_scaling-%j.out
+#SBATCH --mail-type=BEGIN,END,FAIL
+#SBATCH --mail-user=bkyanjo3@gatech.edu
+
+# set -euo pipefail
+cd $SLURM_SUBMIT_DIR
+
+# Spack env (numpy, mpi4py, h5py, etc.)
+module purge || true
+source /storage/home/hcoda1/8/bkyanjo3/r-arobel3-0/ICESEE-Spack/scripts/activate.sh
+MPI_DIR="$(spack -e /storage/home/hcoda1/8/bkyanjo3/r-arobel3-0/ICESEE-Spack/.spack-env/icesee location -i openmpi)"
+export PATH="$MPI_DIR/bin:$PATH"
+export LD_LIBRARY_PATH="$MPI_DIR/lib:$LD_LIBRARY_PATH"
+
+# --- Test Matrix ------------------------------------------------------
+np = 8
+NENS=40
+MODEL_NPROCS=2
+
+run_case () {
+  local np="$1"
+  local tag="np${np}_Nens${NENS}_mp${MODEL_NPROCS}"
+
+  /usr/bin/time -v \
+    srun --mpi=pmix -n "$np" \
+    python run_da_issm.py \
+      --Nens=${NENS} \
+      --model_nprocs=${MODEL_NPROCS} \
+      --verbose
+
+  echo "=== Finished: $tag ==="
+}
+
+# call the function with the specified number of processes
+run_case "$np"
+