diff --git a/doc/source/conf.py b/doc/source/conf.py
index 1af1f28aaca57a063680a1330e21059a802d8f7b..d2688e8701a0dcc0c6e191fd1f1d08211be5b648 100644
--- a/doc/source/conf.py
+++ b/doc/source/conf.py
@@ -199,6 +199,8 @@ r"""\makeatletter
 \newcommand{\braket}[2]{\left\langle#1|#2\right\rangle}
 \newcommand{\ri}{\text{i}}
 \newcommand{\rd}{\text{d}}
+
+\usepackage{unicode-math}
 """}
 
 # Grouping the document tree into LaTeX files. List of tuples
@@ -210,6 +212,8 @@ latex_documents = [
    'manual'),
 ]
 
+latex_engine = 'xelatex'
+
 # The name of an image file (relative to this directory) to place at the top of
 # the title page.
 #latex_logo = None
diff --git a/doc/source/tutorial/discretize.rst b/doc/source/tutorial/discretize.rst
index c4a5b6a864db1843470365510ee8c73d44fe5d78..dd8f65386b2477a837dd7663a6b9c23bd31160d1 100644
--- a/doc/source/tutorial/discretize.rst
+++ b/doc/source/tutorial/discretize.rst
@@ -219,7 +219,7 @@ and its discretized approximation
 
 
 where :math:`t=\frac{\hbar^2}{2ma^2}`, are only valid in the limit
-:math:`E \lt t`. The grid spacing :math:`a` must be chosen according
+:math:`E < t`. The grid spacing :math:`a` must be chosen according
 to how high in energy you need your tight-binding model to be valid.
 
 It is possible to set :math:`a` through the ``grid_spacing`` parameter
diff --git a/doc/source/tutorial/operators.rst b/doc/source/tutorial/operators.rst
index c4ae7545c20e4a396723a1613075a4ab72d7d61f..99fef17fe0deeda4d9fe7a5b71e17c4885e0dcc8 100644
--- a/doc/source/tutorial/operators.rst
+++ b/doc/source/tutorial/operators.rst
@@ -34,12 +34,12 @@ that, on site :math:`i`, points in the direction of the unit vector
 We shall take the following form for :math:`\mathbf{m}_i`:
 
 .. math::
-    \mathbf{m}_i &=&\ \left(
+    \mathbf{m}_i &=\ \left(
         \frac{x_i}{x_i^2 + y_i^2} \sin θ_i,\
         \frac{y_i}{x_i^2 + y_i^2} \sin θ_i,\
         \cos θ_i \right)^T,
     \\
-    θ_i &=&\ \frac{π}{2} (\tanh \frac{r_i - r_0}{δ} - 1),
+    θ_i &=\ \frac{π}{2} (\tanh \frac{r_i - r_0}{δ} - 1),
 
 where :math:`x_i` and :math:`y_i` are the :math:`x` and :math:`y` coordinates
 of site :math:`i`, and :math:`r_i = \sqrt{x_i^2 + y_i^2}`.