diff --git a/main.tex b/main.tex
index 39a08e85bee76130ef2e71151ba4f4fef540805e..e73065d2e8a7ef4efc795d922abee8a002f4b04d 100644
--- a/main.tex
+++ b/main.tex
@@ -138,7 +138,7 @@ Rashba Hubbard model}
 Triplet superconductors have recently risen to prominence as possible building
 blocks of topological superconductors.
 
-The addition of Rashba SOC, with the mixing of spin subspaces promises 
+The addition of Rashba SOC, with the mixing of spin subspaces promises
 \cite{hauck2023}
 
 \todo{TODO}
@@ -304,28 +304,28 @@ presented in the following.
 \begin{tabular}{cccc} \toprule
     {$\gamma$} & Spatial & Spin & Total  \\ \hline
     \sym A 1    & \numberedHexagon{$\Delta_s$}{1}{1}{1}{1}{1}{1}
-                & $\hat{\mathbf{d}}_0$
+                & $d_0$
                 &  $\begin{gathered}
-                    \Delta_{s} \hat{\mathbf{d}}_0 \\
-                    \Delta_{p_x} \hat{\mathbf{d}}_x  - \Delta_{p_y} \hat{\mathbf{d}}_y
+                    \Delta_{s} d_0 \\
+                    \Delta_{p_x} d_x  - \Delta_{p_y} d_y
                    \end{gathered}$ \\
-    \sym A 2    & -  & $\hat{\mathbf{d}}_z$
-                & $\Delta_{p_y} \hat{\mathbf{d}}_x  + \Delta_{p_x} \hat{\mathbf{d}}_y$\\
-    \sym B 1 & \numberedHexagon{$\Delta_f$}{-1}{1}{-1}{1}{-1}{1} & - & - \\
-    \sym B 2 & --- & --- & $\Delta_{f} \hat{\mathbf{d}}_z$ \\ \hline
+    \sym A 2    & ---  & $d_z$
+                & $\Delta_{p_y} d_x  + \Delta_{p_x} d_y$\\
+    \sym B 1 & \numberedHexagon{$\Delta_f$}{-1}{1}{-1}{1}{-1}{1} & --- & --- \\
+    \sym B 2 & --- & --- & $\Delta_{f} d_z$ \\ \hline
     \sym E 1 &
         $\begin{bmatrix}
             \numberedHexagon{$\Delta_{p_x}$}{1}{-1}{-2}{-1}{1}{2} \\
             \numberedHexagon{$\Delta_{p_y}$}{1}{1}{0}{-1}{-1}{0}
         \end{bmatrix} $
         & $\begin{bmatrix}
-            \hat{\mathbf{d}}_x \\
-            \hat{\mathbf{d}}_y
+            d_x \\
+            d_y
         \end{bmatrix}$
         & $\begin{bmatrix}
             \Delta_{p_x} \\
             \Delta_{p_y}
-        \end{bmatrix} \hat{\mathbf{d}}_z $  \\[3em]
+        \end{bmatrix} d_z $  \\[3em]
     \sym E 2 &
         $\left[
             \begin{aligned}
@@ -339,16 +339,16 @@ presented in the following.
             \begin{bmatrix}
                 \Delta_{d_{xy}} \\
                 \Delta_{d_{x^-y^2}}
-            \end{bmatrix} \hat{\mathbf{d}}_0 \\
+            \end{bmatrix} d_0 \\
             \Delta_f \begin{bmatrix}
-                \hat{\mathbf{d}}_x \\
-                \hat{\mathbf{d}}_y
+                d_x \\
+                d_y
             \end{bmatrix} \\
             \begin{bmatrix}
-            \Delta_{p_y} \hat{\mathbf{d}}_x
-                - \Delta_{p_x} \hat{\mathbf{d}}_y \\
-            \Delta_{p_x} \hat{\mathbf{d}}_x
-            + \Delta_{p_y} \hat{\mathbf{d}}_y
+            \Delta_{p_y} d_x
+                - \Delta_{p_x} d_y \\
+            \Delta_{p_x} d_x
+            + \Delta_{p_y} d_y
         \end{bmatrix}
         \end{gathered}$
         \hspace{0.5cm}
@@ -360,7 +360,7 @@ presented in the following.
         The second column is the basis function in real space, for example, as
         the bond pairing on nearest neighbour bonds. The third column is the
         two-spin basis function, in terms of the typical superconducting psuedo-
-        vector formulation $\hat{\mathbf{d}}$. The fourth column is the total
+        vector formulation $d$. The fourth column is the total
         spatial and two-spin basis function, calculated as decribed in the text.}
     \label{tab:irrep-basis-fns}
 \end{table}
@@ -380,39 +380,39 @@ of superconducting states can be classified by matching the spatial pairing
 with one of the spatial irrep basis functions. A breakdown of these functions
 shown in the second coloumn of Table \ref{tab:irrep-basis-fns}.
 
-When the $SU(2)$ symmetry of the spins is broken by the introduction of 
-spin-oribtal coupling, the transformation behaviour of 
-the spins under symmetry group actions can no longer be ignored\,\cite{kaba2019}. 
-Instead, we aim to build an irrep basis by understanding the symmetry of the 
-spatial component of our state in combination with the two spins of our 
-superconducting states, \textit{i.e.} how the whole state transforms under 
-group symmetry actions. 
-
-To construct the irrep basis functions for the overall states, we first consider 
-how just the two spins transform under the point symmetry group $C_{6v}$. The details on how 
-the two-spin irrep basis functions were calculated can be found in 
-Appendix\,\ref{app:spin-irreps}, and the functions themselves are listed in the 
+When the $SU(2)$ symmetry of the spins is broken by the introduction of
+spin-oribtal coupling, the transformation behaviour of
+the spins under symmetry group actions can no longer be ignored\,\cite{kaba2019}.
+Instead, we aim to build an irrep basis by understanding the symmetry of the
+spatial component of our state in combination with the two spins of our
+superconducting states, \textit{i.e.} how the whole state transforms under
+group symmetry actions.
+
+To construct the irrep basis functions for the overall states, we first consider
+how just the two spins transform under the point symmetry group $C_{6v}$. The details on how
+the two-spin irrep basis functions were calculated can be found in
+Appendix\,\ref{app:spin-irreps}, and the functions themselves are listed in the
 third column of Table \ref{tab:irrep-basis-fns} .
 
 The overall basis function irreps can then be constructed from the tensor product of
 the two-spin and spatial irreps. We only take those products which give us physical
 states, \textit{i.e.} those which are antisymmetric under exchange of all quantum indices.
-For example, $E_2 \otimes E_1$ would describe spatially even ($d$-wave) 
-spin-triplet states, which are not physical. 
-For all but one of the possible physical products, at least one of the two 
-irreps going into the tensor product is one-dimensional, 
-meaning we can simply multiply the group characters of the two intial irreps, and 
-the resulting set of characters will tell us what the resulting irrep is. 
+For example, $E_2 \otimes E_1$ would describe spatially even ($d$-wave)
+spin-triplet states, which are not physical.
+For all but one of the possible physical products, at least one of the two
+irreps going into the tensor product is one-dimensional,
+meaning we can simply multiply the group characters of the two intial irreps, and
+the resulting set of characters will tell us what the resulting irrep is.
 
 The one special case, $\sym E 1 \otimes \sym E 1$, requires a further decomposition.
-This can be done by either forming irrep projection operators for the total 
-representation, as described in Appendix \ref{app:spin-irreps}, or by a group 
+This can be done by either forming irrep projection operators for the total
+representation, as described in Appendix \ref{app:spin-irreps}, or by a group
 theoretic calculation exploiting the orthogonality of the group characters \todo{source?}.
 The results is the following decomponsition:
 \begin{equation}
     \sym E 1 \otimes \sym E 1 = \sym A 1 \oplus \sym B 2 \oplus \sym E 2 \, .
 \end{equation}
-All of the basis functions of the combined spin-momentum system are given in 
+All of the basis functions of the combined spin-momentum system are given in
 fourth column of Table \ref{tab:irrep-basis-fns}.
 
 
@@ -639,18 +639,18 @@ which we will take to be the mirror w.r.t. the $y$-axis:
     \, .
 \end{equation}
 
-Given the symmetry group representation acting on a single spin $S(C_{6v})$, the 
-representation for two spins is simply the tensor product $S(C_{6v}) \otimes S(C_{6v})$. 
-The irreps are then constructed from the group symmetry matrices by calculating 
-the projection operators\,\cite{kaba2019}. 
+Given the symmetry group representation acting on a single spin $S(C_{6v})$, the
+representation for two spins is simply the tensor product $S(C_{6v}) \otimes S(C_{6v})$.
+The irreps are then constructed from the group symmetry matrices by calculating
+the projection operators\,\cite{kaba2019}.
 For an irrep $\mu$ of a general discrete group $G$, this is given by formula
 \begin{equation}
     P^{(\mu)} = \sum_g \frac{d_\mu}{|G|} \chi^* (g) S(g)
 \end{equation}
-where $\chi(g)$ is the character of group element $g$, $|G|$ is the order of the 
+where $\chi(g)$ is the character of group element $g$, $|G|$ is the order of the
 group (which is 12 for $C_{6v}$), and $d_\mu$ is the dimension of the irrep $\mu$.
-The basis functions of the irrep are then the non-zero eigenvectors of the projection 
-operators. For the two spins, the calculated basis functions are 
+The basis functions of the irrep are then the non-zero eigenvectors of the projection
+operators. For the two spins, the calculated basis functions are
 listed in Table\,\ref{tab:spin-irreps}.
 
 \bibliographystyle{apsrev4-2}