diff --git a/README.md b/README.md
index e35b8b66d5e849267b826bd32e1e3e00e0456681..9938dad4859ce2d3b44b22362946913dc71488cf 100644
--- a/README.md
+++ b/README.md
@@ -148,7 +148,7 @@ In order to store the datasets within the repository, we use Git LFS. This makes
 repository a little bit different. Please find below the instructions on how to clone on different 
 systems. To learn more about Git LFS, click [here](http://gitlab.pages.jsc.fz-juelich.de/lfs/).
 
-### 5.1 JURECA
+### 5.1 JURECA and JUWELS
 
 1.  Load the Git LFS module:
 
@@ -173,7 +173,7 @@ Let us consider a scenario where you would like to run the `mnist.py` sample ava
 directory. This sample trains a CNN on MNIST using Keras on a single GPU. The following sub-sections list 
 the steps required for different supercomputers.
 
-### 6.1 JURECA
+### 6.1 JURECA and JUWELS
 
 1.  Change directory to the repository root:
 
@@ -183,11 +183,11 @@ the steps required for different supercomputers.
     `cd keras`
 3.  Submit the job to run the sample:
 
-    `sbatch submit_job_jureca_python3.sh`
+    `sbatch submit_job_jureca.sh` or `sbatch submit_job_juwels.sh`
 
 That's it; this is all you need for job submission. If you'd like to receive email notifications 
 regarding the status of the job, add the following statement to the "SLURM job configuration" 
-block in the `submit_job_jureca_python3.sh` script (replace `<your email address here>` with your 
+block in the `submit_job_jureca.sh` (or `submit_job_juwels.sh`) script (replace `<your email address here>` with your 
 email address).
 
     #SBATCH --mail-user=<your email address here>