diff --git a/.github/workflows/publish_docker.yml b/.github/workflows/publish_docker.yml
index 9497bdc..a36af61 100644
--- a/.github/workflows/publish_docker.yml
+++ b/.github/workflows/publish_docker.yml
@@ -4,9 +4,6 @@ on:
   push:
     branches:
       - main
-  pull_request:
-    branches: 
-      - 'main'
 
 env:
   REGISTRY: ghcr.io
@@ -40,6 +37,15 @@ jobs:
        uses: docker/metadata-action@9ec57ed1fcdbf14dcef7dfbe97b2010124a938b7
        with:
         images: ${{ env.REGISTRY }}/${{ env.IMAGE_NAME }}
+        tags: |
+          type=ref,event=branch,enable=${{ github.ref == 'refs/heads/main' }}
+          type=raw,value=latest,enable=${{ github.ref == 'refs/heads/main' }}
+      
+     - name: Set up QEMU
+       uses: docker/setup-qemu-action@v3
+
+     - name: Set up Docker Buildx
+       uses: docker/setup-buildx-action@v3    
 
      - name: Build and push Docker image
        id: push
@@ -47,8 +53,11 @@ jobs:
        with:
         context: .
         push: true
+        platforms: linux/amd64, linux/arm64
         tags: ${{ steps.meta.outputs.tags }}
         labels: ${{ steps.meta.outputs.labels }}
+        cache-from: type=gha
+        cache-to: type=gha, mode=max
 
      - name: Generate artifact attestation
        uses: actions/attest@v4
diff --git a/Dockerfile b/Dockerfile
index 0b7d7de..1ff2555 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -25,7 +25,7 @@ COPY . .
 
 RUN mkdir build && cd build && \
     cmake .. && \
-    make
+    make -j$(nproc)
 
 RUN cd build/mcmpy && \
     /opt/venv/bin/pip install .
diff --git a/docs/user_guide/installation.rst b/docs/user_guide/installation.rst
index 3e9d974..56af51b 100644
--- a/docs/user_guide/installation.rst
+++ b/docs/user_guide/installation.rst
@@ -12,28 +12,33 @@ Installation using Docker
 -------------------------
 
 First `install Docker <https://docs.docker.com/get-started/get-docker/>`_.
-Then clone the GitHub repository and build the Docker image.
+Create or navigate to the folder that contains all input files necessary for the data analysis and save the following block of code as a file named `docker-compose.yml`:
 
-.. code-block:: bash
+.. code-block:: yaml
 
-   git clone --recursive git@github.com:DM-Lab-UvA/MinCompSpin.git
-   cd MinCompSpin
-   docker build -t mincompspin .
+   services:
+      mincompspin:
+        image: ghcr.io/dm-lab-uva/mincompspin:latest
+        ports:
+          - "8888:8888"
+        volumes:
+          - .:/MinCompSpin
+        command: jupyter notebook --ip=0.0.0.0 --no-browser --allow-root
 
-After building the image, you can run the container:
+To launch the container environment, open a terminal in your directory and execute the following command:
 
 .. code-block:: bash
 
-   docker run -p 8888:8888 -it mincompspin
+   docker compose up
 
-To run a Jupyter notebook in the Docker container
+When running the command for the first time, it will download the pre-built Docker image and automatically start a jupyter server.
+This returns a link beginning with ``127.0.0.1``, which can be opened in a local browser.
+Next times, it will not download the latest Docker image but just launch a container with this downloaded version.
+If a newer version of the image exists, run the following command first:
 
 .. code-block:: bash
 
-    jupyter notebook --ip=0.0.0.0 --no-browser --allow-root
-
-This returns a link beginning with ``127.0.0.1``, which can be opened in a local browser.
-
+    docker compose pull
 
 Local installation using CMake
 ------------------------------