diff --git a/.github/workflows/fair-software.yml b/.github/workflows/fair-software.yml
new file mode 100644
index 00000000..dbeab053
--- /dev/null
+++ b/.github/workflows/fair-software.yml
@@ -0,0 +1,17 @@
+name: fair-software
+
+on:
+  push:
+    branches: [main]
+
+jobs:
+  verify:
+    name: "fair-software"
+    runs-on: ubuntu-latest
+    steps:
+      - uses: fair-software/howfairis-github-action@0.2.1
+        name: Measure compliance with fair-software.eu recommendations
+        env:
+          PYCHARM_HOSTED: "Trick colorama into displaying colored output"
+        with:
+          MY_REPO_URL: "https://github.com/${{ github.repository }}"
diff --git a/CITATION.cff b/CITATION.cff
new file mode 100644
index 00000000..1f290b40
--- /dev/null
+++ b/CITATION.cff
@@ -0,0 +1,78 @@
+# This CITATION.cff file was generated with cffinit.
+# Visit https://bit.ly/cffinit to generate yours today!
+
+cff-version: 1.2.0
+title: >-
+  ARTIST - AI-enhanced differentiable Ray Tracer for
+  Irradiation Prediction in Solar Tower Digital Twins
+message: >-
+  If you use this software, please cite it using the
+  metadata from this file.
+type: software
+authors:
+  - given-names: Max
+    family-names: Pargmann
+    email: max.pargmann@dlr.de
+    affiliation: German Aerospace Center (DLR)
+    orcid: 'https://orcid.org/0000-0002-4705-6285'
+  - given-names: Kaleb
+    family-names: Phipps
+    email: kaleb.phipps@kit.edu
+    affiliation: Karlsruhe Institute of Technology (KIT)
+    orcid: 'https://orcid.org/0000-0002-9197-1739'
+  - given-names: Marie
+    family-names: Weiel
+    email: marie.weiel@kit.edu
+    affiliation: Karlsruhe Institute of Technology (KIT)
+    orcid: 'https://orcid.org/0000-0001-9648-4385'
+  - given-names: Marlene
+    family-names: Busch
+    email: marlene.busch@dlr.de
+    affiliation: German Aerospace Center (DLR)
+  - given-names: Mathias
+    family-names: Kuhl
+    email: mathias.kuhl@dlr.de
+    affiliation: German Aerospace Center (DLR)
+    orcid: 'https://orcid.org/0000-0003-0097-7260'
+  - given-names: Felix
+    family-names: Göhring
+    email: felix.goehring@dlr.de
+    affiliation: German Aerospace Center (DLR)
+  - given-names: Daniel
+    family-names: Maldonado Quinto
+    email: daniel.maldonadoquinto@dlr.de
+    affiliation: German Aerospace Center (DLR)
+  - given-names: Robert
+    family-names: Pitz-Paal
+    orcid: 'https://orcid.org/0000-0002-3542-3391'
+    email: robert.pitz-paal@dlr.de
+    affiliation: German Aerospace Center (DLR)
+  - given-names: Moritz
+    family-names: Leibauer
+    email: moritz.leibauer@synhelion.com
+    affiliation: Synhelion Germany
+  - given-names: Markus
+    family-names: Götz
+    email: markus.goetz@kit.edu
+    affiliation: Karlsruhe Institute of Technology (KIT)
+    orcid: 'https://orcid.org/0000-0002-2233-1041'
+repository-code: 'https://github.com/ARTIST-Association/ARTIST'
+url: 'https://artist.readthedocs.io/en/latest/?badge=latest'
+abstract: >-
+  The ARTIST package provides an implementation of a
+  differentiable ray tracer using the PyTorch
+  machine-learning framework in Python. Leveraging automatic
+  differentiation and GPU computation, it facilitates the
+  optimization of heliostats, solar towers, and camera parameters
+  within a solar field by combining gradient-based
+  optimization methods with smooth parametric descriptions
+  of heliostats.
+keywords:
+  - Solar Tower Power Plant
+  - Concentrated Solar Energy
+  - Differentiable Ray Tracing
+  - Digital Twin
+  - Heliostat Calibration
+  - Surface Reconstruction
+  - Python
+license: MIT
diff --git a/README.md b/README.md
index ccbf6b79..c2338a95 100644
--- a/README.md
+++ b/README.md
@@ -5,9 +5,12 @@
 # AI-enhanced differentiable Ray Tracer for Irradiation Prediction in Solar Tower Digital Twins
 
 [![](https://img.shields.io/badge/Python-3.9+-blue.svg)](https://www.python.org/downloads/)
-[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)[![codecov](https://codecov.io/gh/ARTIST-Association/ARTIST/graph/badge.svg?token=AEUYvTNXz1)](https://codecov.io/gh/ARTIST-Association/ARTIST)
+[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
+[![Ruff](https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)](https://github.com/astral-sh/ruff)
+[![codecov](https://codecov.io/gh/ARTIST-Association/ARTIST/graph/badge.svg?token=AEUYvTNXz1)](https://codecov.io/gh/ARTIST-Association/ARTIST)
 [![](https://img.shields.io/badge/Contact-artist%40lists.kit.edu-orange?label=Contact)](artist@lists.kit.edu)
 [![Documentation Status](https://readthedocs.org/projects/artist/badge/?version=latest)](https://artist.readthedocs.io/en/latest/?badge=latest)
+[![fair-software.eu](https://img.shields.io/badge/fair--software.eu-%E2%97%8F%20%20%E2%97%8F%20%20%E2%97%8B%20%20%E2%97%8B%20%20%E2%97%8B-orange)](https://fair-software.eu)
 
 ## What ``ARTIST`` can do for you