diff --git a/docs/scripts/mathjaxhelper.js b/docs/scripts/mathjaxhelper.js
index f6f67c462b3594fa5ef6c51cdaca373892c05746..f0e8596e92eaf9d0a1edb77da7dd4fde76034306 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/HTML-CSS" , "output/SVG"],
   tex2jax: {
     inlineMath: [ ['$','$'] ],
     processEscapes: true
diff --git a/docs/styles/mathjax_overflowfix.css b/docs/styles/mathjax_overflowfix.css
index 843193e0bbc1e7d0feee37130bedaed6df6190c1..4fbed9feb6bf48c5d3b206938af14fd2c31a3ccd 100644
--- a/docs/styles/mathjax_overflowfix.css
+++ b/docs/styles/mathjax_overflowfix.css
@@ -1,7 +1,5 @@
-.mjx-chtml {
+.mjx-html {
   overflow-x: auto; /* Horizontally scroll long equations. */
+  overflow-y: hidden;
 }
 
-.MathJax *, .MathJax_Display * { vertical-align: baseline }
-
-.MathJax, .MathJax_Display { vertical-align: baseline }
diff --git a/mkdocs.yml b/mkdocs.yml
index b84783d5ce6f52914f4a667318a0727b76c0c4a7..ad6ba6eea52c3459b0f31b3d13d2eb77558325f7 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_HTML'
   - 'scripts/mathjaxhelper.js'
 
 copyright: "Copyright © 2019-2022 Delft University of Technology, CC-BY-SA 4.0."