diff --git a/assets/compressed_sensing/header.jpg b/assets/compressed_sensing/header.jpg
new file mode 100644
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Binary files /dev/null and b/assets/compressed_sensing/header.jpg differ
diff --git a/assets/compressed_sensing/Logo_MPG.png b/assets/compressed_sensing/logo_MPG.png
similarity index 100%
rename from assets/compressed_sensing/Logo_MPG.png
rename to assets/compressed_sensing/logo_MPG.png
diff --git a/assets/compressed_sensing/Logo_NOMAD.png b/assets/compressed_sensing/logo_NOMAD.png
similarity index 100%
rename from assets/compressed_sensing/Logo_NOMAD.png
rename to assets/compressed_sensing/logo_NOMAD.png
diff --git a/compressed_sensing.ipynb b/compressed_sensing.ipynb
index bf52485d89e14dd6dd3cee5944de9e33fe00ea3e..1164bfc03f5a7d0c03a815809bf4c1cb04eb7bcc 100644
--- a/compressed_sensing.ipynb
+++ b/compressed_sensing.ipynb
@@ -4,36 +4,20 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "<div id=\"teaser\" style=' background-position:  right center; background-size: 00px; background-repeat: no-repeat; \n",
-    "    padding-top: 20px;\n",
-    "    padding-right: 10px;\n",
-    "    padding-bottom: 170px;\n",
-    "    padding-left: 10px;\n",
-    "    border-bottom: 14px double #333;\n",
-    "    border-top: 14px double #333;' > \n",
-    "\n",
-    "   \n",
-    "   <div style=\"text-align:center\">\n",
-    "    <b><font size=\"6.4\">Compressed sensing for identifying materials descriptors</font></b>    \n",
-    "  </div>\n",
-    "    \n",
-    "<p>\n",
-    " created by:\n",
-    " Emre Ahmetcik<sup>1</sup>, \n",
-    " Angelo Ziletti<sup>1</sup>,\n",
-    " Runhai Ouyang<sup> 1</sup>,\n",
-    " Luigi Sbailò<sup> 1</sup>,\n",
-    " Luca Ghiringhelli<sup> 1</sup>,\n",
-    " and Matthias Scheffler<sup>1</sup> <br><br>\n",
-    "   \n",
-    "<sup>1</sup> Fritz Haber Institute of the Max Planck Society, Faradayweg 4-6, D-14195 Berlin, Germany <br>\n",
-    "<span class=\"nomad--last-updated\" data-version=\"v1.1.0\">[Last updated: September 20, 2021]</span>\n",
-    "  \n",
-    "<div> \n",
-    "<img  style=\"float: left;\" src=\"assets/compressed_sensing/Logo_MPG.png\" width=\"200\"> \n",
-    "<img  style=\"float: right;\" src=\"assets/compressed_sensing/Logo_NOMAD.png\" width=\"250\">\n",
-    "</div>\n",
-    "</div>\n"
+    "<img  src=\"assets/compressed_sensing/header.jpg\" width=\"900\"> "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "ExecuteTime": {
+     "end_time": "2021-11-11T16:02:52.066354Z",
+     "start_time": "2021-11-11T16:02:52.059099Z"
+    }
+   },
+   "source": [
+    "<img  style=\"float: left;\" src=\"assets/compressed_sensing/logo_NOMAD.png\" width=300>\n",
+    "<img  style=\"float: right;\" src=\"assets/compressed_sensing/logo_MPG.png\" width=170> "
    ]
   },
   {