diff --git a/.buildkite/pipeline.yml b/.buildkite/pipeline.yml
index 7abe7d680..1eb03c97e 100644
--- a/.buildkite/pipeline.yml
+++ b/.buildkite/pipeline.yml
@@ -1,5 +1,5 @@
 env:
-  JULIA_VERSION: "1.9.3"
+  JULIA_VERSION: "1.10.0"
   SLURM_CPUS_PER_TASK: 1
   OPENMPI_VERSION: "4.0.4"
   CUDA_VERSION: "11.2"
diff --git a/.github/workflows/CodeCov.yml b/.github/workflows/CodeCov.yml
index 0e233e541..ef5f75b05 100644
--- a/.github/workflows/CodeCov.yml
+++ b/.github/workflows/CodeCov.yml
@@ -15,7 +15,7 @@ jobs:
     - name: Set up Julia
       uses: julia-actions/setup-julia@latest
       with:
-        version: 1.9.3
+        version: 1.10.0
 
     - name: Test with coverage
       env:
diff --git a/.github/workflows/JuliaFormatter.yml b/.github/workflows/JuliaFormatter.yml
index ae159d8ed..ee96cc38f 100644
--- a/.github/workflows/JuliaFormatter.yml
+++ b/.github/workflows/JuliaFormatter.yml
@@ -27,7 +27,7 @@ jobs:
     - uses: julia-actions/setup-julia@latest
       if: steps.filter.outputs.julia_file_change == 'true'
       with:
-        version: 1.9.3
+        version: 1.10.0
 
     - name: Apply JuliaFormatter
       if: steps.filter.outputs.julia_file_change == 'true'
diff --git a/.github/workflows/UpDeps.yml b/.github/workflows/UpDeps.yml
index 4b5ae2dc4..1aab0a2af 100644
--- a/.github/workflows/UpDeps.yml
+++ b/.github/workflows/UpDeps.yml
@@ -19,7 +19,7 @@ jobs:
  
     - uses: julia-actions/setup-julia@latest
       with:
-        version: 1.9.3
+        version: 1.10.0
 
     - name: Apply UpDeps
       run: |
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 118c13f54..4fa61adcc 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -14,7 +14,7 @@ jobs:
       fail-fast: false
       matrix:
         version:
-          - '1.9.3'
+          - '1.10.0'
         os:
           - ubuntu-latest
           - macOS-latest
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index b879b3df2..df2c02b5a 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -14,7 +14,7 @@ jobs:
       - uses: actions/checkout@v2
       - uses: julia-actions/setup-julia@latest
         with:
-          version: 1.9.3
+          version: 1.10.0
       - name: Install dependencies
         run: julia --project=docs/ -e 'using Pkg; Pkg.develop(PackageSpec(path=pwd())); Pkg.instantiate()'
       - name: Build and deploy
diff --git a/experiments/SCT1_benchmark/global_parallel/ekp_par_calibration.sbatch b/experiments/SCT1_benchmark/global_parallel/ekp_par_calibration.sbatch
index 148aa1050..94eb4dbef 100644
--- a/experiments/SCT1_benchmark/global_parallel/ekp_par_calibration.sbatch
+++ b/experiments/SCT1_benchmark/global_parallel/ekp_par_calibration.sbatch
@@ -19,7 +19,7 @@ n_proc_scm=10
 echo "Initializing calibration with ${n} ensemble members and ${n_it} iterations."
 
 module purge
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 export JULIA_NUM_THREADS=${SLURM_CPUS_PER_TASK:=1}
 export JULIA_MPI_BINARY=system
diff --git a/experiments/SCT1_benchmark/global_parallel/init.sbatch b/experiments/SCT1_benchmark/global_parallel/init.sbatch
index b9d517fc1..9f8dcc2d4 100644
--- a/experiments/SCT1_benchmark/global_parallel/init.sbatch
+++ b/experiments/SCT1_benchmark/global_parallel/init.sbatch
@@ -7,7 +7,7 @@
 #SBATCH -J "sct_init"   # job name
 
 #julia package management
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 config=${1?Error: no config file given}
 job_id=${2?Error: no job ID given}
diff --git a/experiments/SCT1_benchmark/global_parallel/parallel_scm_eval.sbatch b/experiments/SCT1_benchmark/global_parallel/parallel_scm_eval.sbatch
index 5785b02ba..2dad1cd28 100644
--- a/experiments/SCT1_benchmark/global_parallel/parallel_scm_eval.sbatch
+++ b/experiments/SCT1_benchmark/global_parallel/parallel_scm_eval.sbatch
@@ -5,7 +5,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "sct_run"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 n_proc_scm=${3?Error: number of processes not given}
diff --git a/experiments/SCT1_benchmark/global_parallel/precondition_prior.sbatch b/experiments/SCT1_benchmark/global_parallel/precondition_prior.sbatch
index 938bae0d9..5c1b4d37f 100644
--- a/experiments/SCT1_benchmark/global_parallel/precondition_prior.sbatch
+++ b/experiments/SCT1_benchmark/global_parallel/precondition_prior.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "precond"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 
diff --git a/experiments/SCT1_benchmark/global_parallel/restart.sbatch b/experiments/SCT1_benchmark/global_parallel/restart.sbatch
index b2a5f1ef0..b0dbca874 100644
--- a/experiments/SCT1_benchmark/global_parallel/restart.sbatch
+++ b/experiments/SCT1_benchmark/global_parallel/restart.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "restart"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 output_dir=${1?Error: no output directory given}
 job_id=${2?Error: no job ID given}
diff --git a/experiments/SCT1_benchmark/global_parallel/restart_ekp_par_calibration.sbatch b/experiments/SCT1_benchmark/global_parallel/restart_ekp_par_calibration.sbatch
index bfe2c5e57..da968b020 100644
--- a/experiments/SCT1_benchmark/global_parallel/restart_ekp_par_calibration.sbatch
+++ b/experiments/SCT1_benchmark/global_parallel/restart_ekp_par_calibration.sbatch
@@ -26,7 +26,7 @@ n_proc_scm=10
 echo "Restarting calibration with ${n} ensemble members and ${n_it} iterations (grand total)."
 
 module purge
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 export JULIA_NUM_THREADS=${SLURM_CPUS_PER_TASK:=1}
 export JULIA_MPI_BINARY=system
diff --git a/experiments/SCT1_benchmark/global_parallel/step_ekp.sbatch b/experiments/SCT1_benchmark/global_parallel/step_ekp.sbatch
index 65d08b846..db3d0b5cd 100644
--- a/experiments/SCT1_benchmark/global_parallel/step_ekp.sbatch
+++ b/experiments/SCT1_benchmark/global_parallel/step_ekp.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "sct_cont"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 job_dir=$(head $job_id".txt" | tail -1)
diff --git a/experiments/SCT1_benchmark/global_parallel/sysimage.sbatch b/experiments/SCT1_benchmark/global_parallel/sysimage.sbatch
index 8eba44b0f..2aace9bbb 100644
--- a/experiments/SCT1_benchmark/global_parallel/sysimage.sbatch
+++ b/experiments/SCT1_benchmark/global_parallel/sysimage.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=20G   # memory per CPU core
 #SBATCH -J "sys_im"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 julia --project -C skylake-avx512 create_tc_so.jl
 
diff --git a/experiments/SCT2_benchmark/global_parallel/ekp_par_calibration.sbatch b/experiments/SCT2_benchmark/global_parallel/ekp_par_calibration.sbatch
index 148aa1050..94eb4dbef 100644
--- a/experiments/SCT2_benchmark/global_parallel/ekp_par_calibration.sbatch
+++ b/experiments/SCT2_benchmark/global_parallel/ekp_par_calibration.sbatch
@@ -19,7 +19,7 @@ n_proc_scm=10
 echo "Initializing calibration with ${n} ensemble members and ${n_it} iterations."
 
 module purge
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 export JULIA_NUM_THREADS=${SLURM_CPUS_PER_TASK:=1}
 export JULIA_MPI_BINARY=system
diff --git a/experiments/SCT2_benchmark/global_parallel/init.sbatch b/experiments/SCT2_benchmark/global_parallel/init.sbatch
index b9d517fc1..9f8dcc2d4 100644
--- a/experiments/SCT2_benchmark/global_parallel/init.sbatch
+++ b/experiments/SCT2_benchmark/global_parallel/init.sbatch
@@ -7,7 +7,7 @@
 #SBATCH -J "sct_init"   # job name
 
 #julia package management
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 config=${1?Error: no config file given}
 job_id=${2?Error: no job ID given}
diff --git a/experiments/SCT2_benchmark/global_parallel/parallel_scm_eval.sbatch b/experiments/SCT2_benchmark/global_parallel/parallel_scm_eval.sbatch
index 5785b02ba..2dad1cd28 100644
--- a/experiments/SCT2_benchmark/global_parallel/parallel_scm_eval.sbatch
+++ b/experiments/SCT2_benchmark/global_parallel/parallel_scm_eval.sbatch
@@ -5,7 +5,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "sct_run"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 n_proc_scm=${3?Error: number of processes not given}
diff --git a/experiments/SCT2_benchmark/global_parallel/precondition_prior.sbatch b/experiments/SCT2_benchmark/global_parallel/precondition_prior.sbatch
index 938bae0d9..5c1b4d37f 100644
--- a/experiments/SCT2_benchmark/global_parallel/precondition_prior.sbatch
+++ b/experiments/SCT2_benchmark/global_parallel/precondition_prior.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "precond"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 
diff --git a/experiments/SCT2_benchmark/global_parallel/restart.sbatch b/experiments/SCT2_benchmark/global_parallel/restart.sbatch
index b2a5f1ef0..b0dbca874 100644
--- a/experiments/SCT2_benchmark/global_parallel/restart.sbatch
+++ b/experiments/SCT2_benchmark/global_parallel/restart.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "restart"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 output_dir=${1?Error: no output directory given}
 job_id=${2?Error: no job ID given}
diff --git a/experiments/SCT2_benchmark/global_parallel/restart_ekp_par_calibration.sbatch b/experiments/SCT2_benchmark/global_parallel/restart_ekp_par_calibration.sbatch
index bfe2c5e57..da968b020 100644
--- a/experiments/SCT2_benchmark/global_parallel/restart_ekp_par_calibration.sbatch
+++ b/experiments/SCT2_benchmark/global_parallel/restart_ekp_par_calibration.sbatch
@@ -26,7 +26,7 @@ n_proc_scm=10
 echo "Restarting calibration with ${n} ensemble members and ${n_it} iterations (grand total)."
 
 module purge
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 export JULIA_NUM_THREADS=${SLURM_CPUS_PER_TASK:=1}
 export JULIA_MPI_BINARY=system
diff --git a/experiments/SCT2_benchmark/global_parallel/step_ekp.sbatch b/experiments/SCT2_benchmark/global_parallel/step_ekp.sbatch
index 65d08b846..db3d0b5cd 100644
--- a/experiments/SCT2_benchmark/global_parallel/step_ekp.sbatch
+++ b/experiments/SCT2_benchmark/global_parallel/step_ekp.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "sct_cont"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 job_dir=$(head $job_id".txt" | tail -1)
diff --git a/experiments/SCT2_benchmark/global_parallel/sysimage.sbatch b/experiments/SCT2_benchmark/global_parallel/sysimage.sbatch
index 8eba44b0f..2aace9bbb 100644
--- a/experiments/SCT2_benchmark/global_parallel/sysimage.sbatch
+++ b/experiments/SCT2_benchmark/global_parallel/sysimage.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=20G   # memory per CPU core
 #SBATCH -J "sys_im"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 julia --project -C skylake-avx512 create_tc_so.jl
 
diff --git a/experiments/SCT3_benchmark/global_parallel/ekp_par_calibration.sbatch b/experiments/SCT3_benchmark/global_parallel/ekp_par_calibration.sbatch
index 148aa1050..94eb4dbef 100644
--- a/experiments/SCT3_benchmark/global_parallel/ekp_par_calibration.sbatch
+++ b/experiments/SCT3_benchmark/global_parallel/ekp_par_calibration.sbatch
@@ -19,7 +19,7 @@ n_proc_scm=10
 echo "Initializing calibration with ${n} ensemble members and ${n_it} iterations."
 
 module purge
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 export JULIA_NUM_THREADS=${SLURM_CPUS_PER_TASK:=1}
 export JULIA_MPI_BINARY=system
diff --git a/experiments/SCT3_benchmark/global_parallel/init.sbatch b/experiments/SCT3_benchmark/global_parallel/init.sbatch
index e61e052cc..a6a50d034 100644
--- a/experiments/SCT3_benchmark/global_parallel/init.sbatch
+++ b/experiments/SCT3_benchmark/global_parallel/init.sbatch
@@ -7,7 +7,7 @@
 #SBATCH -J "sct_init"   # job name
 
 #julia package management
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 config=${1?Error: no config file given}
 job_id=${2?Error: no job ID given}
diff --git a/experiments/SCT3_benchmark/global_parallel/parallel_scm_eval.sbatch b/experiments/SCT3_benchmark/global_parallel/parallel_scm_eval.sbatch
index debf98007..89c009779 100644
--- a/experiments/SCT3_benchmark/global_parallel/parallel_scm_eval.sbatch
+++ b/experiments/SCT3_benchmark/global_parallel/parallel_scm_eval.sbatch
@@ -5,7 +5,7 @@
 #SBATCH --mem-per-cpu=10G   # memory per CPU core
 #SBATCH -J "sct_run"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 n_proc_scm=${3?Error: number of processes not given}
diff --git a/experiments/SCT3_benchmark/global_parallel/precondition_prior.sbatch b/experiments/SCT3_benchmark/global_parallel/precondition_prior.sbatch
index 938bae0d9..5c1b4d37f 100644
--- a/experiments/SCT3_benchmark/global_parallel/precondition_prior.sbatch
+++ b/experiments/SCT3_benchmark/global_parallel/precondition_prior.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "precond"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 
diff --git a/experiments/SCT3_benchmark/global_parallel/restart.sbatch b/experiments/SCT3_benchmark/global_parallel/restart.sbatch
index b2a5f1ef0..b0dbca874 100644
--- a/experiments/SCT3_benchmark/global_parallel/restart.sbatch
+++ b/experiments/SCT3_benchmark/global_parallel/restart.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "restart"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 output_dir=${1?Error: no output directory given}
 job_id=${2?Error: no job ID given}
diff --git a/experiments/SCT3_benchmark/global_parallel/restart_ekp_par_calibration.sbatch b/experiments/SCT3_benchmark/global_parallel/restart_ekp_par_calibration.sbatch
index bfe2c5e57..da968b020 100644
--- a/experiments/SCT3_benchmark/global_parallel/restart_ekp_par_calibration.sbatch
+++ b/experiments/SCT3_benchmark/global_parallel/restart_ekp_par_calibration.sbatch
@@ -26,7 +26,7 @@ n_proc_scm=10
 echo "Restarting calibration with ${n} ensemble members and ${n_it} iterations (grand total)."
 
 module purge
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 export JULIA_NUM_THREADS=${SLURM_CPUS_PER_TASK:=1}
 export JULIA_MPI_BINARY=system
diff --git a/experiments/SCT3_benchmark/global_parallel/step_ekp.sbatch b/experiments/SCT3_benchmark/global_parallel/step_ekp.sbatch
index 65d08b846..db3d0b5cd 100644
--- a/experiments/SCT3_benchmark/global_parallel/step_ekp.sbatch
+++ b/experiments/SCT3_benchmark/global_parallel/step_ekp.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "sct_cont"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 job_dir=$(head $job_id".txt" | tail -1)
diff --git a/experiments/SCT3_benchmark/global_parallel/sysimage.sbatch b/experiments/SCT3_benchmark/global_parallel/sysimage.sbatch
index 8eba44b0f..2aace9bbb 100644
--- a/experiments/SCT3_benchmark/global_parallel/sysimage.sbatch
+++ b/experiments/SCT3_benchmark/global_parallel/sysimage.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=20G   # memory per CPU core
 #SBATCH -J "sys_im"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 julia --project -C skylake-avx512 create_tc_so.jl
 
diff --git a/experiments/grid_search/restart_grid_search.sbatch b/experiments/grid_search/restart_grid_search.sbatch
index d42137f18..4850c990b 100644
--- a/experiments/grid_search/restart_grid_search.sbatch
+++ b/experiments/grid_search/restart_grid_search.sbatch
@@ -11,6 +11,6 @@
 outdir=${1?Error: no output directory given}
 
 module purge
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 julia --project -e 'using Pkg; Pkg.instantiate(); Pkg.API.precompile()'
 julia --project -p 25 grid_search.jl --outdir $outdir --mode restart
diff --git a/experiments/grid_search/run_grid_search.sbatch b/experiments/grid_search/run_grid_search.sbatch
index e580e979b..9b07d3ac4 100644
--- a/experiments/grid_search/run_grid_search.sbatch
+++ b/experiments/grid_search/run_grid_search.sbatch
@@ -11,6 +11,6 @@
 config=${1?Error: no config file given}
 
 module purge
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 julia --project -e 'using Pkg; Pkg.instantiate(); Pkg.API.precompile()'
 julia --project -p 25 grid_search.jl --config $config --mode new
diff --git a/experiments/grid_search/run_loss_map.sbatch b/experiments/grid_search/run_loss_map.sbatch
index 00f4469f5..dc667aef0 100644
--- a/experiments/grid_search/run_loss_map.sbatch
+++ b/experiments/grid_search/run_loss_map.sbatch
@@ -11,6 +11,6 @@
 sim_dir=${1?Error: no simulation path given}
 
 module purge
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 julia --project -e 'using Pkg; Pkg.instantiate(); Pkg.API.precompile()'
 julia --project -p 25 loss_map.jl --sim_dir $sim_dir
diff --git a/experiments/les_strats/global_parallel/ekp_par_calibration.sbatch b/experiments/les_strats/global_parallel/ekp_par_calibration.sbatch
index 148aa1050..94eb4dbef 100644
--- a/experiments/les_strats/global_parallel/ekp_par_calibration.sbatch
+++ b/experiments/les_strats/global_parallel/ekp_par_calibration.sbatch
@@ -19,7 +19,7 @@ n_proc_scm=10
 echo "Initializing calibration with ${n} ensemble members and ${n_it} iterations."
 
 module purge
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 export JULIA_NUM_THREADS=${SLURM_CPUS_PER_TASK:=1}
 export JULIA_MPI_BINARY=system
diff --git a/experiments/les_strats/global_parallel/init.sbatch b/experiments/les_strats/global_parallel/init.sbatch
index b9d517fc1..9f8dcc2d4 100644
--- a/experiments/les_strats/global_parallel/init.sbatch
+++ b/experiments/les_strats/global_parallel/init.sbatch
@@ -7,7 +7,7 @@
 #SBATCH -J "sct_init"   # job name
 
 #julia package management
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 config=${1?Error: no config file given}
 job_id=${2?Error: no job ID given}
diff --git a/experiments/les_strats/global_parallel/parallel_scm_eval.sbatch b/experiments/les_strats/global_parallel/parallel_scm_eval.sbatch
index 5785b02ba..2dad1cd28 100644
--- a/experiments/les_strats/global_parallel/parallel_scm_eval.sbatch
+++ b/experiments/les_strats/global_parallel/parallel_scm_eval.sbatch
@@ -5,7 +5,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "sct_run"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 n_proc_scm=${3?Error: number of processes not given}
diff --git a/experiments/les_strats/global_parallel/precondition_prior.sbatch b/experiments/les_strats/global_parallel/precondition_prior.sbatch
index 938bae0d9..5c1b4d37f 100644
--- a/experiments/les_strats/global_parallel/precondition_prior.sbatch
+++ b/experiments/les_strats/global_parallel/precondition_prior.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "precond"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 
diff --git a/experiments/les_strats/global_parallel/restart.sbatch b/experiments/les_strats/global_parallel/restart.sbatch
index b2a5f1ef0..b0dbca874 100644
--- a/experiments/les_strats/global_parallel/restart.sbatch
+++ b/experiments/les_strats/global_parallel/restart.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "restart"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 output_dir=${1?Error: no output directory given}
 job_id=${2?Error: no job ID given}
diff --git a/experiments/les_strats/global_parallel/restart_ekp_par_calibration.sbatch b/experiments/les_strats/global_parallel/restart_ekp_par_calibration.sbatch
index bfe2c5e57..da968b020 100644
--- a/experiments/les_strats/global_parallel/restart_ekp_par_calibration.sbatch
+++ b/experiments/les_strats/global_parallel/restart_ekp_par_calibration.sbatch
@@ -26,7 +26,7 @@ n_proc_scm=10
 echo "Restarting calibration with ${n} ensemble members and ${n_it} iterations (grand total)."
 
 module purge
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 export JULIA_NUM_THREADS=${SLURM_CPUS_PER_TASK:=1}
 export JULIA_MPI_BINARY=system
diff --git a/experiments/les_strats/global_parallel/step_ekp.sbatch b/experiments/les_strats/global_parallel/step_ekp.sbatch
index 65d08b846..db3d0b5cd 100644
--- a/experiments/les_strats/global_parallel/step_ekp.sbatch
+++ b/experiments/les_strats/global_parallel/step_ekp.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "sct_cont"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 job_dir=$(head $job_id".txt" | tail -1)
diff --git a/experiments/les_strats/global_parallel/sysimage.sbatch b/experiments/les_strats/global_parallel/sysimage.sbatch
index 8eba44b0f..2aace9bbb 100644
--- a/experiments/les_strats/global_parallel/sysimage.sbatch
+++ b/experiments/les_strats/global_parallel/sysimage.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=20G   # memory per CPU core
 #SBATCH -J "sys_im"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 julia --project -C skylake-avx512 create_tc_so.jl
 
diff --git a/experiments/optimal_design/SCT_run.sbatch b/experiments/optimal_design/SCT_run.sbatch
index 5a61a1dde..9a1b43a4a 100644
--- a/experiments/optimal_design/SCT_run.sbatch
+++ b/experiments/optimal_design/SCT_run.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "hadgem"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 julia --project -e 'using Pkg; Pkg.instantiate(); Pkg.API.precompile()'
 
diff --git a/experiments/optimal_design/global_parallel/ekp_par_calibration.sbatch b/experiments/optimal_design/global_parallel/ekp_par_calibration.sbatch
index 148aa1050..94eb4dbef 100644
--- a/experiments/optimal_design/global_parallel/ekp_par_calibration.sbatch
+++ b/experiments/optimal_design/global_parallel/ekp_par_calibration.sbatch
@@ -19,7 +19,7 @@ n_proc_scm=10
 echo "Initializing calibration with ${n} ensemble members and ${n_it} iterations."
 
 module purge
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 export JULIA_NUM_THREADS=${SLURM_CPUS_PER_TASK:=1}
 export JULIA_MPI_BINARY=system
diff --git a/experiments/optimal_design/global_parallel/init.sbatch b/experiments/optimal_design/global_parallel/init.sbatch
index 02cadf601..02b11ae0f 100644
--- a/experiments/optimal_design/global_parallel/init.sbatch
+++ b/experiments/optimal_design/global_parallel/init.sbatch
@@ -7,7 +7,7 @@
 #SBATCH -J "sct_init"   # job name
 
 #julia package management
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 config=${1?Error: no config file given}
 job_id=${2?Error: no job ID given}
diff --git a/experiments/optimal_design/global_parallel/parallel_scm_eval.sbatch b/experiments/optimal_design/global_parallel/parallel_scm_eval.sbatch
index 5785b02ba..2dad1cd28 100644
--- a/experiments/optimal_design/global_parallel/parallel_scm_eval.sbatch
+++ b/experiments/optimal_design/global_parallel/parallel_scm_eval.sbatch
@@ -5,7 +5,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "sct_run"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 n_proc_scm=${3?Error: number of processes not given}
diff --git a/experiments/optimal_design/global_parallel/precondition_prior.sbatch b/experiments/optimal_design/global_parallel/precondition_prior.sbatch
index 121671592..b942eaa6b 100644
--- a/experiments/optimal_design/global_parallel/precondition_prior.sbatch
+++ b/experiments/optimal_design/global_parallel/precondition_prior.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=12G   # memory per CPU core
 #SBATCH -J "precond"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 
diff --git a/experiments/optimal_design/global_parallel/restart.sbatch b/experiments/optimal_design/global_parallel/restart.sbatch
index b2a5f1ef0..b0dbca874 100644
--- a/experiments/optimal_design/global_parallel/restart.sbatch
+++ b/experiments/optimal_design/global_parallel/restart.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "restart"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 output_dir=${1?Error: no output directory given}
 job_id=${2?Error: no job ID given}
diff --git a/experiments/optimal_design/global_parallel/restart_ekp_par_calibration.sbatch b/experiments/optimal_design/global_parallel/restart_ekp_par_calibration.sbatch
index bfe2c5e57..da968b020 100644
--- a/experiments/optimal_design/global_parallel/restart_ekp_par_calibration.sbatch
+++ b/experiments/optimal_design/global_parallel/restart_ekp_par_calibration.sbatch
@@ -26,7 +26,7 @@ n_proc_scm=10
 echo "Restarting calibration with ${n} ensemble members and ${n_it} iterations (grand total)."
 
 module purge
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 export JULIA_NUM_THREADS=${SLURM_CPUS_PER_TASK:=1}
 export JULIA_MPI_BINARY=system
diff --git a/experiments/optimal_design/global_parallel/step_ekp.sbatch b/experiments/optimal_design/global_parallel/step_ekp.sbatch
index 65d08b846..db3d0b5cd 100644
--- a/experiments/optimal_design/global_parallel/step_ekp.sbatch
+++ b/experiments/optimal_design/global_parallel/step_ekp.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "sct_cont"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 job_dir=$(head $job_id".txt" | tail -1)
diff --git a/experiments/optimal_design/global_parallel/sysimage.sbatch b/experiments/optimal_design/global_parallel/sysimage.sbatch
index 8eba44b0f..2aace9bbb 100644
--- a/experiments/optimal_design/global_parallel/sysimage.sbatch
+++ b/experiments/optimal_design/global_parallel/sysimage.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=20G   # memory per CPU core
 #SBATCH -J "sys_im"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 julia --project -C skylake-avx512 create_tc_so.jl
 
diff --git a/experiments/scm_pycles_pipeline/hpc_parallel/ekp_calibration.sbatch b/experiments/scm_pycles_pipeline/hpc_parallel/ekp_calibration.sbatch
index dafa66d77..03fe87ed6 100644
--- a/experiments/scm_pycles_pipeline/hpc_parallel/ekp_calibration.sbatch
+++ b/experiments/scm_pycles_pipeline/hpc_parallel/ekp_calibration.sbatch
@@ -17,7 +17,7 @@ n_it=$(grep N_iter ${config} | cut -d=   -f2 | cut -d#   -f1 | xargs)
 echo "Initializing calibration with ${n} ensemble members and ${n_it} iterations."
 
 module purge
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 export JULIA_NUM_THREADS=${SLURM_CPUS_PER_TASK:=1}
 export JULIA_MPI_BINARY=system
diff --git a/experiments/scm_pycles_pipeline/hpc_parallel/init.sbatch b/experiments/scm_pycles_pipeline/hpc_parallel/init.sbatch
index 546f6889f..012171e3a 100644
--- a/experiments/scm_pycles_pipeline/hpc_parallel/init.sbatch
+++ b/experiments/scm_pycles_pipeline/hpc_parallel/init.sbatch
@@ -7,7 +7,7 @@
 #SBATCH -J "ekp_init"   # job name
 
 #julia package management
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 config=${1?Error: no config file given}
 job_id=${2?Error: no job ID given}
diff --git a/experiments/scm_pycles_pipeline/hpc_parallel/precondition_prior.sbatch b/experiments/scm_pycles_pipeline/hpc_parallel/precondition_prior.sbatch
index f960c28fa..32f6fc693 100644
--- a/experiments/scm_pycles_pipeline/hpc_parallel/precondition_prior.sbatch
+++ b/experiments/scm_pycles_pipeline/hpc_parallel/precondition_prior.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "precond"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 
diff --git a/experiments/scm_pycles_pipeline/hpc_parallel/single_scm_eval.sbatch b/experiments/scm_pycles_pipeline/hpc_parallel/single_scm_eval.sbatch
index 66179a01b..517b114a3 100644
--- a/experiments/scm_pycles_pipeline/hpc_parallel/single_scm_eval.sbatch
+++ b/experiments/scm_pycles_pipeline/hpc_parallel/single_scm_eval.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "scm_run"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 
diff --git a/experiments/scm_pycles_pipeline/hpc_parallel/step_ekp.sbatch b/experiments/scm_pycles_pipeline/hpc_parallel/step_ekp.sbatch
index f86ffc813..3253df800 100644
--- a/experiments/scm_pycles_pipeline/hpc_parallel/step_ekp.sbatch
+++ b/experiments/scm_pycles_pipeline/hpc_parallel/step_ekp.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=6G   # memory per CPU core
 #SBATCH -J "ekp_cont"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 iteration_=${1?Error: no iteration given}
 job_id=${2?Error: no job ID given}
 job_dir=$(head $job_id".txt" | tail -1)
diff --git a/experiments/scm_pycles_pipeline/hpc_parallel/sysimage.sbatch b/experiments/scm_pycles_pipeline/hpc_parallel/sysimage.sbatch
index 8986d2e7d..8e8226c7f 100644
--- a/experiments/scm_pycles_pipeline/hpc_parallel/sysimage.sbatch
+++ b/experiments/scm_pycles_pipeline/hpc_parallel/sysimage.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=20G   # memory per CPU core
 #SBATCH -J "sys_im"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 julia --project create_tc_so.jl
 
diff --git a/experiments/scm_pycles_pipeline/julia_parallel/calibrate_script b/experiments/scm_pycles_pipeline/julia_parallel/calibrate_script
index 6263626ed..ca3ca85af 100644
--- a/experiments/scm_pycles_pipeline/julia_parallel/calibrate_script
+++ b/experiments/scm_pycles_pipeline/julia_parallel/calibrate_script
@@ -12,7 +12,7 @@
 config=${1?Error: no config file given}
 
 module purge
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 julia --project -e 'using Pkg; Pkg.instantiate(); Pkg.API.precompile()'
 
 julia --project -p 10 calibrate.jl --config $config
diff --git a/pull_request_template.md b/pull_request_template.md
index 7929ee32c..c2cbe8e8a 100644
--- a/pull_request_template.md
+++ b/pull_request_template.md
@@ -4,6 +4,6 @@
 
 ## Checklist before requesting a review / merging
 - [ ] I have formatted the code using `julia --project=.dev .dev/climaformat.jl .`
-- [ ] I have updated all test manifests using `julia --project .dev/up_deps.jl .` with Julia 1.9.3.
+- [ ] I have updated all test manifests using `julia --project .dev/up_deps.jl .` with Julia 1.10.0.
 - [ ] If core features are added, I have added appropriate test coverage.
 - [ ] If new functions and structs are added, they are documented through docstrings.
\ No newline at end of file
diff --git a/run_tests.sbatch b/run_tests.sbatch
index cf2006409..e5d4e932c 100644
--- a/run_tests.sbatch
+++ b/run_tests.sbatch
@@ -6,6 +6,6 @@
 #SBATCH --mem-per-cpu=10G   # memory per CPU core
 #SBATCH -J "tests"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 julia --project test/runtests.jl
diff --git a/tools/TCRunner.sbatch b/tools/TCRunner.sbatch
index 9f1d4d0bf..9ba39bf35 100644
--- a/tools/TCRunner.sbatch
+++ b/tools/TCRunner.sbatch
@@ -9,7 +9,7 @@
 #SBATCH --output=slurm_TCRunner_%j.out
 
 module purge
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 julia --project -e 'using Pkg; Pkg.instantiate(); Pkg.API.precompile()'
 
 julia -p15 TCRunner.jl "$@"
diff --git a/up_deps.sbatch b/up_deps.sbatch
index 1b19ad468..dc1e905a0 100644
--- a/up_deps.sbatch
+++ b/up_deps.sbatch
@@ -6,7 +6,7 @@
 #SBATCH --mem-per-cpu=10G   # memory per CPU core
 #SBATCH -J "up_deps"   # job name
 
-module load julia/1.9.3 openmpi/4.1.5
+module load julia/1.10.0 openmpi/4.1.5
 
 julia --project .dev/up_deps.jl
 julia --project=.dev .dev/climaformat.jl .