diff --git a/docs/scripts/mathjaxhelper.js b/docs/scripts/mathjaxhelper.js
index f6f67c462b3594fa5ef6c51cdaca373892c05746..b948d6e652731a0a18b9954ee9f92bd076dd9085 100644
--- a/docs/scripts/mathjaxhelper.js
+++ b/docs/scripts/mathjaxhelper.js
@@ -1,5 +1,5 @@
 MathJax.Hub.Config({
-  jax: ["input/TeX", "output/CommonHTML" , "output/SVG"],
+  jax: ["input/TeX" , "output/SVG"],
   tex2jax: {
     inlineMath: [ ['$','$'] ],
     processEscapes: true
diff --git a/docs/styles/mathjax_overflowfix.css b/docs/styles/mathjax_overflowfix.css
index cf3a6a305f380ebc869cca07d19db6b134ca2045..08cfa652ccecf0e7cf79844f47eab2b5d483dce3 100644
--- a/docs/styles/mathjax_overflowfix.css
+++ b/docs/styles/mathjax_overflowfix.css
@@ -1,4 +1,4 @@
 .mjx-chtml {
-  overflow-x: auto; /* Horizontally scroll long equations. */
-  overflow-y: hidden;
+	overflow-y: hidden;
+	overflow-x: auto;
 }
diff --git a/docs/styles/thebelab.css b/docs/styles/thebelab.css
deleted file mode 100644
index a437162dc2d35a08174075aca58b3ffdf82bbadd..0000000000000000000000000000000000000000
--- a/docs/styles/thebelab.css
+++ /dev/null
@@ -1,50 +0,0 @@
-.thebelab-cell .thebelab-input pre {
-    z-index: 0;
-}
-
-.thebelab-code, .thebelab-init-code {
-    display: none;
-}
-
-.thebelab-button {
-    position: relative;
-    display: inline-block;
-    box-sizing: border-box;
-    border: none;
-    border-radius: .1rem;
-    padding: 0 2rem;
-    margin: .5rem .1rem;
-    min-width: 64px;
-    height: 1.6rem;
-    vertical-align: middle;
-    text-align: center;
-    font-size: 0.8rem;
-    color: rgba(0, 0, 0, 0.8);
-    background-color: rgba(0, 0, 0, 0.07);
-    overflow: hidden;
-    outline: none;
-    cursor: pointer;
-    transition: background-color 0.2s;
-}
-
-.thebelab-button:hover {
-    background-color: rgba(0, 0, 0, 0.12);
-}
-
-.thebelab-button:active {
-    background-color: rgba(0, 0, 0, 0.15);
-    color: rgba(0, 0, 0, 1)
-}
-
-#thebelab-activate-button {
-    font-size: 1rem;
-    margin-left: 0.4rem;
-}
-
-#thebelab-activate-button.thebelab-active {
-    color: rgb(83, 109, 254);
-}
-
-.thebelab-button.thebelab-restart-button {
-    display: none;
-}
diff --git a/mkdocs.yml b/mkdocs.yml
index b84783d5ce6f52914f4a667318a0727b76c0c4a7..ce5ef81e497fce26b69e517f68320abeb5efb47f 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -56,7 +56,7 @@ extra_css:
   - 'styles/mathjax_overflowfix.css'
 
 extra_javascript:
-  - 'https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/MathJax.js?config=TeX-AMS_CHTML'
+  - 'https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/MathJax.js?config=TeX-AMS_SVG'
   - 'scripts/mathjaxhelper.js'
 
 copyright: "Copyright © 2019-2022 Delft University of Technology, CC-BY-SA 4.0."