diff --git a/HPC_setup/mlt_modules_juwels.sh b/HPC_setup/mlt_modules_juwels.sh
new file mode 100755
index 0000000000000000000000000000000000000000..d20b246d4f396363a23e68d64f89b6d3abaee8c4
--- /dev/null
+++ b/HPC_setup/mlt_modules_juwels.sh
@@ -0,0 +1,21 @@
+#!/bin/bash
+# __author__ = Felix Kleinert
+# __date__  = '2020-04-06'
+
+# This script loads the required modules for mlt which are available on JUWELS. 
+# Note that some other packages have to be installed into a venv (see setup_venv.sh).
+
+module --force purge
+module use $OTHERSTAGES
+
+ml Stages/Devel-2019a
+ml GCCcore/.8.3.0
+
+ml Jupyter/2019a-Python-3.6.8
+ml Python/3.6.8
+ml TensorFlow/1.13.1-GPU-Python-3.6.8
+ml Keras/2.2.4-GPU-Python-3.6.8
+ml SciPy-Stack/2019a-Python-3.6.8
+ml dask/1.1.5-Python-3.6.8
+ml GEOS/3.7.1-Python-3.6.8
+ml Graphviz/2.40.1
\ No newline at end of file
diff --git a/HPC_setup/requirements_JUWELS_outcommented.txt b/HPC_setup/requirements_JUWELS_outcommented.txt
new file mode 100644
index 0000000000000000000000000000000000000000..821dd802579b119c19f2bb2d8f097a4bac71adc0
--- /dev/null
+++ b/HPC_setup/requirements_JUWELS_outcommented.txt
@@ -0,0 +1,65 @@
+# absl-py==0.9.0                 # in TensorFlow
+# astor==0.8.1                   # in TF
+# atomicwrites==1.3.0            # in Python
+# attrs==19.3.0                  # in Python
+Cartopy==0.17.0
+# certifi==2019.11.28            # in Python
+# chardet==3.0.4                 # in Python
+# cloudpickle==1.3.0             # in Python 
+coverage==5.0.3
+# cycler==0.10.0                 # in SciPy-Stack
+# Cython==0.29.15                # in Python
+# dask==2.11.0                   # in dask
+# fsspec==0.6.2                  # in Jupyter
+# gast==0.3.3                    # in TF
+# grpcio==1.27.2                 # in TF
+# h5py==2.10.0                   # in Jupyter
+# idna==2.8                      # in Jupyter
+importlib-metadata==1.5.0
+# Keras==2.2.4                   # in Keras
+# Keras-Applications==1.0.8      # in TF
+# Keras-Preprocessing==1.1.0     # in TF 
+# kiwisolver==1.1.0              # in SciPy-Stack
+# locket==0.2.0                  # in Jupyter
+# Markdown==3.2.1                # in TF 
+matplotlib==3.2.0              # in SciPy-Stack 
+# mock==4.0.1                    # in Python 
+# more-itertools==8.2.0          # in Python 
+# numpy==1.18.1                  # in SciPy-Stack
+# packaging==20.3                # in Python
+# pandas==1.0.1                  # in SciPy-Stack
+# partd==1.1.0                   # in Jupyter
+# patsy==0.5.1                   # in Jupyter 
+# Pillow==7.0.0                  # in Python 
+# pluggy==0.13.1                 # in Python
+# protobuf==3.11.3               # in Python 
+py==1.8.1                      # ?
+# pydot==1.4.1                   # in Python
+# pyparsing==2.4.6               # in Python
+pyproj==2.5.0                  # in basemap
+pyshp==2.1.0                   # in basemap
+pytest==5.3.5                  # in python (but we need higher version) 
+pytest-cov==2.8.1
+pytest-html==2.0.1
+pytest-lazy-fixture==0.6.3
+pytest-metadata==1.8.0
+pytest-sugar
+# python-dateutil==2.8.1         # in Python 
+# pytz==2019.3                   # in Python 
+# PyYAML==5.3                    # in Python 
+# requests==2.23.0               # in Python 
+# scipy==1.4.1                   # in SciPy-Stack
+# seaborn==0.10.0                # in SciPy-Stack
+--no-binary shapely Shapely==1.7.0
+# six==1.11.0                    # in Python
+statsmodels==0.11.1              # (in Jupyter, but not found)
+# tensorboard==1.13.1            # in TF
+# tensorflow-estimator==1.13.0   # in TF
+# tensorflow-gpu==1.13.1         # TF
+# termcolor==1.1.0               # in TF 
+# toolz==0.10.0                  # in Python
+# urllib3==1.25.8                # in Python
+# wcwidth==0.1.8                 # in Python 
+# Werkzeug==1.0.0                # in python
+# xarray==0.15.0                 # in SciPy-Stack
+# zipp==3.1.0                    # in Jupyter
diff --git a/HPC_setup/setup_venv_juwels.sh b/HPC_setup/setup_venv_juwels.sh
new file mode 100755
index 0000000000000000000000000000000000000000..98edd7540c141e2336c1f638a7e491b6f0714934
--- /dev/null
+++ b/HPC_setup/setup_venv_juwels.sh
@@ -0,0 +1,38 @@
+#!/bin/bash
+# __author__ = Felix Kleinert
+# __date__  = '2020-04-06'
+
+# This script creates a virtual env which contains all modules which are not available via slrum/easybuild (see mlt_modules.sh)
+
+# enter setting dir if called externally
+if [[ $1 != '' ]]; then
+  old=$PWD
+  cur=$1
+else
+  cur=$PWD
+fi
+
+# load existing modules
+source ${cur}mlt_modules_juwels.sh
+
+# create venv 
+python3 -m venv ${cur}/../venv_juwels
+
+source ${cur}/../venv_juwels/bin/activate
+
+# export path for side-packages 
+export PYTHONPATH=${cur}/../venv_juwels/lib/python3.6/site-packages:${PYTHONPATH}
+
+pip install -r ${cur}requirements_JUWELS_outcommented.txt
+pip install --ignore-installed matplotlib==3.2.0
+
+# Comment: Maybe we have to export PYTHONPATH a second time ater activating the venv (after job allocation)
+# source venv/bin/activate
+# alloc_develgpu
+# source venv/bin/activate
+# export PYTHONPATH=${PWD}/venv/lib/python3.6/site-packages:${PYTHONPATH}
+# srun python run.py
+
+# create batch run scripts
+# source create_runscripts_HPC.sh
+