diff --git a/.buildinfo b/.buildinfo
index 1eef49b0..9b41d1e6 100644
--- a/.buildinfo
+++ b/.buildinfo
@@ -1,4 +1,4 @@
 # Sphinx build info version 1
 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done.
-config: d021ad4e11e8ee7fec12ab3d4b8a2c70
+config: e08c28b4e56da7e6853ef7ed7da31786
 tags: 645f666f9bcd5a90fca523b33c5a78b7
diff --git a/README.html b/README.html
index 230600a0..a529b066 100644
--- a/README.html
+++ b/README.html
@@ -520,7 +520,7 @@ <h3>Running on Your Own Machine<a class="headerlink" href="#running-on-your-own-
         
           By the <a href="https://projectpythia.org/">Project Pythia</a> Community.
         
-          Last updated on 28 November 2023.
+          Last updated on 19 December 2023.
         </p>
       </div>
     </div>
diff --git a/_static/__pycache__/__init__.cpython-310.pyc b/_static/__pycache__/__init__.cpython-310.pyc
index 9024a9ad..56f48050 100644
Binary files a/_static/__pycache__/__init__.cpython-310.pyc and b/_static/__pycache__/__init__.cpython-310.pyc differ
diff --git a/genindex.html b/genindex.html
index 924d1f5a..f30bbd26 100644
--- a/genindex.html
+++ b/genindex.html
@@ -333,7 +333,7 @@ <h1 id="index">Index</h1>
         
           By the <a href="https://projectpythia.org/">Project Pythia</a> Community.
         
-          Last updated on 28 November 2023.
+          Last updated on 19 December 2023.
         </p>
       </div>
     </div>
diff --git a/notebooks/how-to-cite.html b/notebooks/how-to-cite.html
index 6ac8ae66..d664034c 100644
--- a/notebooks/how-to-cite.html
+++ b/notebooks/how-to-cite.html
@@ -387,7 +387,7 @@ <h1>How to Cite This Cookbook<a class="headerlink" href="#how-to-cite-this-cookb
         
           By the <a href="https://projectpythia.org/">Project Pythia</a> Community.
         
-          Last updated on 28 November 2023.
+          Last updated on 19 December 2023.
         </p>
       </div>
     </div>
diff --git a/notebooks/notebook-template.html b/notebooks/notebook-template.html
index 61858f0a..23d6b5ed 100644
--- a/notebooks/notebook-template.html
+++ b/notebooks/notebook-template.html
@@ -527,8 +527,8 @@ <h5>of further and further<a class="headerlink" href="#of-further-and-further" t
 <div class="section" id="header-levels">
 <h6>header levels<a class="headerlink" href="#header-levels" title="Permalink to this headline"><i class="fas fa-link"></i></a></h6>
 <p>as well <span class="math notranslate nohighlight">\(m = a * t / h\)</span> text! Similarly, you have access to other <span class="math notranslate nohighlight">\(\LaTeX\)</span> equation <a class="reference external" href="https://jupyter-notebook.readthedocs.io/en/stable/examples/Notebook/Typesetting%20Equations.html"><strong>functionality</strong></a> via MathJax (demo below from link),</p>
-<div class="amsmath math notranslate nohighlight" id="equation-1561a1d8-861e-4f12-88cb-09ac91cb0b9c">
-<span class="eqno">(1)<a class="headerlink" href="#equation-1561a1d8-861e-4f12-88cb-09ac91cb0b9c" title="Permalink to this equation"><i class="fas fa-link"></i></a></span>\[\begin{align}
+<div class="amsmath math notranslate nohighlight" id="equation-9328801f-16ac-4b33-8716-daf00a2a1606">
+<span class="eqno">(1)<a class="headerlink" href="#equation-9328801f-16ac-4b33-8716-daf00a2a1606" title="Permalink to this equation"><i class="fas fa-link"></i></a></span>\[\begin{align}
 \dot{x} &amp; = \sigma(y-x) \\
 \dot{y} &amp; = \rho x - y - xz \\
 \dot{z} &amp; = -\beta z + xy
@@ -659,7 +659,7 @@ <h2>Resources and references<a class="headerlink" href="#resources-and-reference
         
           By the <a href="https://projectpythia.org/">Project Pythia</a> Community.
         
-          Last updated on 28 November 2023.
+          Last updated on 19 December 2023.
         </p>
       </div>
     </div>
diff --git a/search.html b/search.html
index 907d4af5..333174a9 100644
--- a/search.html
+++ b/search.html
@@ -362,7 +362,7 @@ <h1 id="search-documentation">Search</h1>
         
           By the <a href="https://projectpythia.org/">Project Pythia</a> Community.
         
-          Last updated on 28 November 2023.
+          Last updated on 19 December 2023.
         </p>
       </div>
     </div>