diff --git a/assets/soap_atomic_charges/logo_HU.png b/assets/soap_atomic_charges/logo_HU.png
new file mode 100644
index 0000000000000000000000000000000000000000..37ebf3b3287ca450576f3886be6bdd4fd3ad6aa9
Binary files /dev/null and b/assets/soap_atomic_charges/logo_HU.png differ
diff --git a/assets/soap_atomic_charges/logo_MPG.png b/assets/soap_atomic_charges/logo_MPG.png
new file mode 100644
index 0000000000000000000000000000000000000000..9c65d4be3575dc8e32da983ea00b728dca00845a
Binary files /dev/null and b/assets/soap_atomic_charges/logo_MPG.png differ
diff --git a/soap_atomic_charges.ipynb b/soap_atomic_charges.ipynb
index 5674ba0a87c880994d7a3ff8e395e1bb06fed9ff..adef3e7d0437ac97a1ee9ff37245f4b3e6395e3a 100644
--- a/soap_atomic_charges.ipynb
+++ b/soap_atomic_charges.ipynb
@@ -11,7 +11,9 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<img  style=\"float: left;\" src=\"assets/soap_atomic_charges/logo_NOMAD.png\" width=300>"
+    "<img style=\"float: left;\" src=\"assets/soap_atomic_charges/logo_MPG.png\" width=150>\n",
+    "<img style=\"float: left; margin-top: -10px\" src=\"assets/soap_atomic_charges/logo_NOMAD.png\" width=250>\n",
+    "<img style=\"float: left; margin-top: -5px\" src=\"assets/soap_atomic_charges/logo_HU.png\" width=130>"
    ]
   },
   {
@@ -465,7 +467,7 @@
  "metadata": {
   "anaconda-cloud": {},
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -479,7 +481,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.3"
+   "version": "3.9.7"
   }
  },
  "nbformat": 4,