diff --git a/src/thesis/chapters/4_decoding_under_dems.tex b/src/thesis/chapters/4_decoding_under_dems.tex
index be8d3f4..371de65 100644
--- a/src/thesis/chapters/4_decoding_under_dems.tex
+++ b/src/thesis/chapters/4_decoding_under_dems.tex
@@ -1448,19 +1448,26 @@ though the process is less global.
                 width=\figwidth,
                 height=\figheight,
                 ymode=log,
+                % xmode=log,
                 legend style={
                     cells={anchor=west},
                     cells={align=left},
                 },
                 enlargelimits=false,
-                ymin=1e-5, ymax=2e-1,
+                ymin=1e-3, ymax=1e-1,
                 grid=both,
-                legend pos = south east,
-                xtick={0.001,0.0015,...,0.004},
+                legend pos = north east,
+                xtick={32,512,1024,2048,4096},
+                % xtick={0.001,0.0015,...,0.004},
+                xticklabels =
+                {$32$,$512$,$1{,}024$,,$2{,}048$,,$3{,}072$,,$4{,}096$},
+                xtick={32, 512, 1024, 1536, 2048, 2560, 3072, 3584, 4096},
                 xticklabel style={/pgf/number format/fixed},
                 xticklabel style={/pgf/number format/precision=4},
+                % x tick label style={rotate=45, anchor=north east,
+                % inner sep=1mm},
                 scaled x ticks=false,
-                xlabel={Physical error rate},
+                xlabel={Number of BP iterations},
                 ylabel={Per-round-LER},
                 extra description/.code={
                     \node[rotate=90, anchor=south]
@@ -1469,37 +1476,44 @@ though the process is less global.
                 },
             ]
 
-            \foreach \F/\col/\mark in
-            {3/KITred/triangle,2/KITblue/diamond,1/KITorange/square} {
+            \foreach \W/\col/\mark in
+            {3/KITred/triangle,4/KITblue/diamond,5/KITorange/square} {
                 \edef\temp{\noexpand
-                    \addplot+[
-                        mark=\mark, densely dashed, mark options={fill=\col},
-                        \col, forget plot
-                    ]
+                    \addplot+[mark=\mark, densely dashed,
+                    forget plot, \col]
                     table[
-                        col sep=comma, x=physical_p,
+                        col sep=comma, x=max_iter,
                         y=LER_per_round,
                     ]
-                    {res/sim/WF/WindowingSyndromeMinSumDecoder/max_iter_200/pass_soft_info_False/F_\F/W_5/LERs.csv};
+                    {res/sim/max_iter/WindowingSyndromeMinSumDecoder/p_0.0025/pass_soft_info_False/F_1/W_\W/LERs.csv};
                 }
                 \temp
             }
 
-            \foreach \F/\col/\mark in
-            {3/KITred/triangle*,2/KITblue/diamond*,1/KITorange/square*} {
+            \foreach \W/\col/\mark in
+            {3/KITred/triangle*,4/KITblue/diamond*,5/KITorange/square*} {
                 \edef\temp{\noexpand
                     \addplot+[mark=\mark, solid, mark
                     options={fill=\col}, \col]
                     table[
-                        col sep=comma, x=physical_p,
+                        col sep=comma, x=max_iter,
                         y=LER_per_round,
                     ]
-                    {res/sim/WF/WindowingSyndromeMinSumDecoder/max_iter_200/pass_soft_info_True/F_\F/W_5/LERs.csv};
+                    {res/sim/max_iter/WindowingSyndromeMinSumDecoder/p_0.0025/pass_soft_info_True/F_1/W_\W/LERs.csv};
                 }
                 \temp
 
-                \addlegendentryexpanded{$F = \F$}
+                \addlegendentryexpanded{$W = \W$}
             }
+
+            \addplot+[mark=*, solid, mark options={fill=black}, black]
+            table[
+                col sep=comma, x=max_iter,
+                y=LER_per_round,
+            ]
+            {res/sim/max_iter/SyndromeMinSumDecoder/p_0.0025/LERs.csv};
+
+            \addlegendentry{Whole}
         \end{axis}
     \end{tikzpicture}
 
@@ -1519,32 +1533,27 @@ though the process is less global.
     \centering
     \begin{subfigure}{0.48\textwidth}
         \centering
-        \hspace*{-6mm}
+        \hspace*{-7mm}
         \begin{tikzpicture}
             \begin{axis}[
                     width=8cm,
                     height=6cm,
                     ymode=log,
-                    % xmode=log,
                     legend style={
                         cells={anchor=west},
                         cells={align=left},
                     },
                     enlargelimits=false,
-                    ymin=1e-3, ymax=1e-1,
+                    ymin=1e-5, ymax=2e-1,
                     grid=both,
-                    legend pos = north east,
-                    xtick={32,512,1024,2048,4096},
-                    % xtick={0.001,0.0015,...,0.004},
-                    xticklabels =
-                    {$32$,$512$,$1{,}024$,,$2{,}048$,,$3{,}072$,,$4{,}096$},
-                    xtick={32, 512, 1024, 1536, 2048, 2560, 3072, 3584, 4096},
+                    legend pos = south east,
+                    xtick={0.001,0.0015,...,0.004},
                     xticklabel style={/pgf/number format/fixed},
                     xticklabel style={/pgf/number format/precision=4},
                     x tick label style={rotate=45, anchor=north east,
                     inner sep=1mm},
                     scaled x ticks=false,
-                    xlabel={Number of BP iterations},
+                    xlabel={Physical error rate},
                     ylabel={Per-round-LER},
                     % extra description/.code={
                     %     \node[rotate=90, anchor=south]
@@ -1553,44 +1562,38 @@ though the process is less global.
                     % },
                 ]
 
-                \foreach \W/\col/\mark in
-                {3/KITred/triangle,4/KITblue/diamond,5/KITorange/square} {
+                \foreach \F/\col/\mark in
+                {3/KITred/triangle,2/KITblue/diamond,1/KITorange/square} {
                     \edef\temp{\noexpand
-                        \addplot+[mark=\mark, densely dashed,
-                        forget plot, \col]
+                        \addplot+[
+                            mark=\mark, densely dashed, mark
+                            options={fill=\col},
+                            \col, forget plot
+                        ]
                         table[
-                            col sep=comma, x=max_iter,
+                            col sep=comma, x=physical_p,
                             y=LER_per_round,
                         ]
-                        {res/sim/max_iter/WindowingSyndromeMinSumDecoder/p_0.0025/pass_soft_info_False/F_1/W_\W/LERs.csv};
+                        {res/sim/WF/WindowingSyndromeMinSumDecoder/max_iter_200/pass_soft_info_False/F_\F/W_5/LERs.csv};
                     }
                     \temp
                 }
 
-                \foreach \W/\col/\mark in
-                {3/KITred/triangle*,4/KITblue/diamond*,5/KITorange/square*} {
+                \foreach \F/\col/\mark in
+                {3/KITred/triangle*,2/KITblue/diamond*,1/KITorange/square*} {
                     \edef\temp{\noexpand
                         \addplot+[mark=\mark, solid, mark
                         options={fill=\col}, \col]
                         table[
-                            col sep=comma, x=max_iter,
+                            col sep=comma, x=physical_p,
                             y=LER_per_round,
                         ]
-                        {res/sim/max_iter/WindowingSyndromeMinSumDecoder/p_0.0025/pass_soft_info_True/F_1/W_\W/LERs.csv};
+                        {res/sim/WF/WindowingSyndromeMinSumDecoder/max_iter_200/pass_soft_info_True/F_\F/W_5/LERs.csv};
                     }
                     \temp
 
-                    \addlegendentryexpanded{$W = \W$}
+                    \addlegendentryexpanded{$F = \F$}
                 }
-
-                \addplot+[mark=*, solid, mark options={fill=black}, black]
-                table[
-                    col sep=comma, x=max_iter,
-                    y=LER_per_round,
-                ]
-                {res/sim/max_iter/SyndromeMinSumDecoder/p_0.0025/LERs.csv};
-
-                \addlegendentry{Whole}
             \end{axis}
         \end{tikzpicture}
 
@@ -1599,6 +1602,7 @@ though the process is less global.
     \hfill%
     \begin{subfigure}{0.48\textwidth}
         \centering
+        \hspace*{-3mm}
         \begin{tikzpicture}
             \begin{axis}[
                     width=8cm,
@@ -1624,7 +1628,7 @@ though the process is less global.
                     inner sep=1mm},
                     scaled x ticks=false,
                     xlabel={Number of BP iterations},
-                    yticklabels={\empty},
+                    % yticklabels={\empty},
                     % ylabel={Per-round-LER},
                     extra description/.code={
                         \node[rotate=90, anchor=south]
@@ -1664,6 +1668,7 @@ though the process is less global.
                 }
             \end{axis}
         \end{tikzpicture}
+        \vspace{-3.2mm}
 
         \caption{Comparison of step sizes for $W=5$.}
     \end{subfigure}