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+\documentclass{article}
+
+\usepackage[a4paper,left=2cm,right=2cm,top=2.5cm,bottom=2cm]{geometry}
+\usepackage{float}
+\usepackage{amsmath}
+\usepackage{hyperref}
+\usepackage{amsfonts}
+\usepackage{mleftright}
+\usepackage{bm}
+\usepackage{tikz}
+\usepackage{subcaption}
+\usepackage{xcolor}
+\usepackage{pgfplots}
+\usepackage{pgfplotstable}
+\pgfplotsset{compat=newest}
+\usepackage{acro}
+\usepackage{braket}
+\usepackage[
+    backend=biber,
+    style=ieee,
+    sorting=nty,
+]{biblatex}
+\usepackage{todonotes}
+\usepackage{lipsum}
+
+\usetikzlibrary{calc, positioning}
+
+\input{lib/latex-common/common.tex}
+\pgfplotsset{colorscheme/matplotlib}
+
+%
+%
+% Custom commands
+%
+%
+
+\newcommand{\red}[1]{\textcolor{red}{#1}}
+\newcommand{\figwidth}{8cm}
+\newcommand{\figheight}{6.5cm}
+
+%
+%
+% Acronyms
+%
+%
+
+\DeclareAcronym{qec}{
+    short=QEC,
+    long=quantum error correction
+}
+
+\addbibresource{src/proposal/MA.bib}
+
+%
+%
+% Content
+%
+%
+
+\title{Results: 2026-03-30}
+\author{Andreas Tsouchlos}
+\date{}
+
+\begin{document}
+
+\maketitle
+
+% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+% \section{Soft vs Hard Information Decoding}
+% \label{sec:Soft vs Hard Information Decoding}
+%
+% \begin{figure}[H]
+%     \centering
+%
+%     \begin{subfigure}{0.5\textwidth}
+%         \begin{tikzpicture}
+%             \begin{axis}[
+%                     width=\figwidth,
+%                     height=\figheight,
+%                     ymode=log,
+%                     legend style={
+%                         cells={anchor=west},
+%                         cells={align=left},
+%                     },
+%                     enlargelimits=false,
+%                     ymin=1e-3, ymax=2.5e-1,
+%                     grid=both,
+%                     legend pos = south west,
+%                     xtick={8, 32, 64, 96, 128, 160, 192},
+%                     xlabel={Max BP iterations},
+%                     ylabel={Per-round-LER},
+%                 ]
+%                 \foreach \W/\col in {3/scol2,4/scol1,5/scol0} {
+%                     \edef\temp{\noexpand
+%                         \addplot+[
+%                             mark=o, line width=1pt, densely dashed, \col,
+%                         ]
+%                         table[
+%                             col sep=comma, x=max_bp_iter,
+%                             y expr={1 - (1-\noexpand\thisrow{LER_hard})^(1/12)}
+%                         ]
+%                         {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=soft_vs_hard_over_iter_param_exploration,+system.F=1,+system.W=\W/2026-03-30_13-49-44/LERs.csv};
+%                     }
+%                     \temp
+%
+%                     \addlegendentryexpanded{$W = \W$~hard}
+%                 }
+%
+%                 \foreach \W/\col in {3/scol2,4/scol1,5/scol0} {
+%                     \edef\temp{\noexpand
+%                         \addplot+[mark=o, line width=1pt, \col]
+%                         table[
+%                             col sep=comma, x=max_bp_iter,
+%                             y expr={1 - (1-\noexpand\thisrow{LER_soft})^(1/12)}
+%                         ]
+%                         {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=soft_vs_hard_over_iter_param_exploration,+system.F=1,+system.W=\W/2026-03-30_13-49-44/LERs.csv};
+%                     }
+%                     \temp
+%
+%                     \addlegendentryexpanded{$W = \W$~soft}
+%                 }
+%             \end{axis}
+%         \end{tikzpicture}
+%         \caption{Min-Sum}
+%     \end{subfigure}%
+%     \begin{subfigure}{0.5\textwidth}
+%         \begin{tikzpicture}
+%             \begin{axis}[
+%                     width=\figwidth,
+%                     height=\figheight,
+%                     ymode=log,
+%                     legend style={
+%                         cells={anchor=west},
+%                         cells={align=left},
+%                     },
+%                     enlargelimits=false,
+%                     ymin=1e-3, ymax=2.5e-1,
+%                     grid=both,
+%                     legend pos = south west,
+%                     xtick={8, 32, 64, 96, 128, 160, 192},
+%                     xlabel={Max BP iterations},
+%                     ylabel={Per-round-LER},
+%                 ]
+%                 \foreach \W/\col in {3/scol2,4/scol1,5/scol0} {
+%                     \edef\temp{\noexpand
+%                         \addplot+[mark=o, line width=1pt, densely dashed, \col]
+%                         table[
+%                             col sep=comma, x=max_bp_iter,
+%                             y expr={1 - (1-\noexpand\thisrow{LER_hard})^(1/12)}
+%                         ]
+%                         {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=soft_vs_hard_over_iter_param_exploration,+system.F=1,+system.W=\W/2026-03-30_13-49-44/LERs.csv};
+%                     }
+%                     \temp
+%
+%                     \addlegendentryexpanded{$W = \W$~hard}
+%                 }
+%
+%                 \foreach \W/\col in {3/scol2,4/scol1,5/scol0} {
+%                     \edef\temp{\noexpand
+%                         \addplot+[mark=o, line width=1pt, \col]
+%                         table[
+%                             col sep=comma, x=max_bp_iter,
+%                             y expr={1 - (1-\noexpand\thisrow{LER_soft})^(1/12)}
+%                         ]
+%                         {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=soft_vs_hard_over_iter_param_exploration,+system.F=1,+system.W=\W/2026-03-30_13-49-44/LERs.csv};
+%                     }
+%                     \temp
+%
+%                     \addlegendentryexpanded{$W = \W$~windowed}
+%                 }
+%             \end{axis}
+%         \end{tikzpicture}
+%         \caption{SPA}
+%     \end{subfigure}
+%
+%     \caption{BP simulations for the [[144,12,12]]-BB code with $F=1,
+%     n_\text{iter,BP}=32,n_\text{rounds}=12$}
+% \end{figure}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\section{Whole vs Windowed decoding}
+\label{sec:Whole vs Windowed decoding}
+
+\begin{figure}[H]
+    \centering
+
+    \begin{subfigure}{0.5\textwidth}
+        \begin{tikzpicture}
+            \begin{axis}[
+                    width=\figwidth,
+                    height=\figheight,
+                    ymode=log,
+                    legend style={
+                        cells={anchor=west},
+                        cells={align=left},
+                    },
+                    enlargelimits=false,
+                    ymin=4e-5, ymax=2e-1,
+                    grid=both,
+                    legend pos = south east,
+                    xtick={0.001,0.0015,...,0.004},
+                    xticklabel style={/pgf/number format/fixed},
+                    xticklabel style={/pgf/number format/precision=4},
+                    scaled x ticks=false,
+                    xlabel={Physical error rate},
+                    ylabel={Per-round-LER},
+                ]
+                \foreach \W/\col in {3/scol2,4/scol1,5/scol0} {
+                    \edef\temp{\noexpand
+                        \addplot+[
+                            mark=o, line width=1pt, densely dashed, \col,
+                        ]
+                        table[
+                            col sep=comma, x=physical_p,
+                            y expr={1 - (1-\noexpand\thisrow{LER_whole})^(1/12)}
+                        ]
+                        {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=1,+system.W=\W/2026-03-30_08-57-21/LERs.csv};
+                    }
+                    \temp
+
+                    \addlegendentryexpanded{$W = \W$~whole}
+                }
+
+                \foreach \W/\col in {3/scol2,4/scol1,5/scol0} {
+                    \edef\temp{\noexpand
+                        \addplot+[mark=o, line width=1pt, \col]
+                        table[
+                            col sep=comma, x=physical_p,
+                            y expr={1 - (1-\noexpand\thisrow{LER_sw})^(1/12)}
+                        ]
+                        {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=1,+system.W=\W/2026-03-30_08-57-21/LERs.csv};
+                    }
+                    \temp
+
+                    \addlegendentryexpanded{$W = \W$~windowed}
+                }
+            \end{axis}
+        \end{tikzpicture}
+        \caption{Min-Sum}
+    \end{subfigure}%
+    \begin{subfigure}{0.5\textwidth}
+        \begin{tikzpicture}
+            \begin{axis}[
+                    width=\figwidth,
+                    height=\figheight,
+                    ymode=log,
+                    legend style={
+                        cells={anchor=west},
+                        cells={align=left},
+                    },
+                    enlargelimits=false,
+                    ymin=4e-5, ymax=2e-1,
+                    grid=both,
+                    legend pos = south east,
+                    xtick={0.001,0.0015,...,0.004},
+                    xticklabel style={/pgf/number format/fixed},
+                    xticklabel style={/pgf/number format/precision=4},
+                    scaled x ticks=false,
+                    xlabel={Physical error rate},
+                    ylabel={Per-round-LER},
+                ]
+                \foreach \W/\col in {3/scol2,4/scol1,5/scol0} {
+                    \edef\temp{\noexpand
+                        \addplot+[mark=o, line width=1pt, densely dashed, \col]
+                        table[
+                            col sep=comma, x=physical_p,
+                            y expr={1 - (1-\noexpand\thisrow{LER_whole})^(1/12)}
+                        ]
+                        {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=1,+system.W=\W/2026-03-30_08-57-21/LERs.csv};
+                    }
+                    \temp
+
+                    \addlegendentryexpanded{$W = \W$~whole}
+                }
+
+                \foreach \W/\col in {3/scol2,4/scol1,5/scol0} {
+                    \edef\temp{\noexpand
+                        \addplot+[mark=o, line width=1pt, \col]
+                        table[
+                            col sep=comma, x=physical_p,
+                            y expr={1 - (1-\noexpand\thisrow{LER_sw})^(1/12)}
+                        ]
+                        {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=1,+system.W=\W/2026-03-30_08-57-21/LERs.csv};
+                    }
+                    \temp
+
+                    \addlegendentryexpanded{$W = \W$~windowed}
+                }
+            \end{axis}
+        \end{tikzpicture}
+        \caption{SPA}
+    \end{subfigure}
+
+    \caption{BP simulations for the [[144,12,12]]-BB code with $F=1,
+    n_\text{iter,BP}=200,n_\text{rounds}=12$}
+\end{figure}
+
+\begin{figure}[H]
+    \centering
+
+    \begin{subfigure}{0.5\textwidth}
+        \begin{tikzpicture}
+            \begin{axis}[
+                    width=\figwidth,
+                    height=\figheight,
+                    ymode=log,
+                    legend style={
+                        cells={anchor=west},
+                        cells={align=left},
+                    },
+                    enlargelimits=false,
+                    ymin=4e-5, ymax=2e-1,
+                    grid=both,
+                    legend pos = south east,
+                    xtick={0.001,0.0015,...,0.004},
+                    xticklabel style={/pgf/number format/fixed},
+                    xticklabel style={/pgf/number format/precision=4},
+                    scaled x ticks=false,
+                    xlabel={Physical error rate},
+                    ylabel={Per-round-LER},
+                ]
+                \foreach \F/\col in {1/scol2,2/scol1,3/scol0} {
+                    \edef\temp{\noexpand
+                        \addplot+[mark=o, line width=1pt, densely dashed, \col]
+                        table[
+                            col sep=comma, x=physical_p,
+                            y expr={1 - (1-\noexpand\thisrow{LER_whole})^(1/12)}
+                        ]
+                        {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=\F,+system.W=5/2026-03-30_08-57-21/LERs.csv};
+                    }
+                    \temp
+
+                    \addlegendentryexpanded{$F = \F$~whole}
+                }
+
+                \foreach \F/\col in {1/scol2,2/scol1,3/scol0} {
+                    \edef\temp{\noexpand
+                        \addplot+[mark=o, line width=1pt, \col]
+                        table[
+                            col sep=comma, x=physical_p,
+                            y expr={1 - (1-\noexpand\thisrow{LER_sw})^(1/12)}
+                        ]
+                        {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=\F,+system.W=5/2026-03-30_08-57-21/LERs.csv};
+                    }
+                    \temp
+
+                    \addlegendentryexpanded{$F = \F$~windowed}
+                }
+            \end{axis}
+        \end{tikzpicture}
+        \caption{Min-Sum}
+    \end{subfigure}%
+    \begin{subfigure}{0.5\textwidth}
+        \begin{tikzpicture}
+            \begin{axis}[
+                    width=\figwidth,
+                    height=\figheight,
+                    ymode=log,
+                    legend style={
+                        cells={anchor=west},
+                        cells={align=left},
+                    },
+                    enlargelimits=false,
+                    ymin=4e-5, ymax=2e-1,
+                    grid=both,
+                    legend pos = south east,
+                    xtick={0.001,0.0015,...,0.004},
+                    xticklabel style={/pgf/number format/fixed},
+                    xticklabel style={/pgf/number format/precision=4},
+                    scaled x ticks=false,
+                    xlabel={Physical error rate},
+                    ylabel={Per-round-LER},
+                ]
+                \foreach \F/\col in {1/scol2,2/scol1,3/scol0} {
+                    \edef\temp{\noexpand
+                        \addplot+[mark=o, line width=1pt, densely dashed, \col]
+                        table[
+                            col sep=comma, x=physical_p,
+                            y expr={1 - (1-\noexpand\thisrow{LER_whole})^(1/12)}
+                        ]
+                        {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=\F,+system.W=5/2026-03-30_08-57-21/LERs.csv};
+                    }
+                    \temp
+
+                    \addlegendentryexpanded{$F = \F$~whole}
+                }
+
+                \foreach \F/\col in {1/scol2,2/scol1,3/scol0} {
+                    \edef\temp{\noexpand
+                        \addplot+[mark=o, line width=1pt, \col]
+                        table[
+                            col sep=comma, x=physical_p,
+                            y expr={1 - (1-\noexpand\thisrow{LER_sw})^(1/12)}
+                        ]
+                        {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=\F,+system.W=5/2026-03-30_08-57-21/LERs.csv};
+                    }
+                    \temp
+
+                    \addlegendentryexpanded{$F = \F$~windowed}
+                }
+            \end{axis}
+        \end{tikzpicture}
+        \caption{SPA}
+    \end{subfigure}
+
+    \caption{BP simulations for the [[144,12,12]]-BB code with $W=5,
+    n_\text{iter,BP}=200,n_\text{rounds}=12$}
+\end{figure}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\section{Soft- vs Hard- Information Decoding}
+\label{sec:Soft- vs Hard- Information Decoding}
+
+\begin{figure}[H]
+    \centering
+
+    \begin{subfigure}{0.5\textwidth}
+        \begin{tikzpicture}
+            \begin{axis}[
+                    width=\figwidth,
+                    height=\figheight,
+                    ymode=log,
+                    legend style={
+                        cells={anchor=west},
+                        cells={align=left},
+                    },
+                    enlargelimits=false,
+                    ymin=4e-5, ymax=2e-1,
+                    grid=both,
+                    legend pos = south east,
+                    xtick={0.001,0.0015,...,0.004},
+                    xticklabel style={/pgf/number format/fixed},
+                    xticklabel style={/pgf/number format/precision=4},
+                    scaled x ticks=false,
+                    xlabel={Physical error rate},
+                    ylabel={Per-round-LER},
+                ]
+                \foreach \W/\col in {3/scol2,4/scol1,5/scol0} {
+                    \edef\temp{\noexpand
+                        \addplot+[mark=o, line width=1pt, densely dashed, \col]
+                        table[
+                            col sep=comma, x=physical_p,
+                            y expr={1 - (1-\noexpand\thisrow{LER_hard})^(1/12)}
+                        ]
+                        {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=soft_vs_hard_param_exploration,+system.F=1,+system.W=\W/2026-03-30_08-57-21/LERs.csv};
+                    }
+                    \temp
+
+                    \addlegendentryexpanded{$W = \W$~hard}
+                }
+
+                \foreach \W/\col in {3/scol2,4/scol1,5/scol0} {
+                    \edef\temp{\noexpand
+                        \addplot+[mark=*, line width=1pt, \col]
+                        table[
+                            col sep=comma, x=physical_p,
+                            y expr={1 - (1-\noexpand\thisrow{LER_soft})^(1/12)}
+                        ]
+                        {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=soft_vs_hard_param_exploration,+system.F=1,+system.W=\W/2026-03-30_08-57-21/LERs.csv};
+                    }
+                    \temp
+
+                    \addlegendentryexpanded{$W = \W$~soft}
+                }
+            \end{axis}
+        \end{tikzpicture}
+        \caption{Min-Sum}
+    \end{subfigure}%
+    \begin{subfigure}{0.5\textwidth}
+        \begin{tikzpicture}
+            \begin{axis}[
+                    width=\figwidth,
+                    height=\figheight,
+                    ymode=log,
+                    legend style={
+                        cells={anchor=west},
+                        cells={align=left},
+                    },
+                    enlargelimits=false,
+                    ymin=4e-5, ymax=2e-1,
+                    grid=both,
+                    legend pos = south east,
+                    xtick={0.001,0.0015,...,0.004},
+                    xticklabel style={/pgf/number format/fixed},
+                    xticklabel style={/pgf/number format/precision=4},
+                    scaled x ticks=false,
+                    xlabel={Physical error rate},
+                    ylabel={Per-round-LER},
+                ]
+                \foreach \W/\col in {3/scol2,4/scol1,5/scol0} {
+                    \edef\temp{\noexpand
+                        \addplot+[mark=o, line width=1pt, densely dashed, \col]
+                        table[
+                            col sep=comma, x=physical_p,
+                            y expr={1 - (1-\noexpand\thisrow{LER_hard})^(1/12)}
+                        ]
+                        {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=soft_vs_hard_param_exploration,+system.F=1,+system.W=\W/2026-03-30_08-57-21/LERs.csv};
+                    }
+                    \temp
+
+                    \addlegendentryexpanded{$W = \W$~hard}
+                }
+
+                \foreach \W/\col in {3/scol2,4/scol1,5/scol0} {
+                    \edef\temp{\noexpand
+                        \addplot+[mark=*, line width=1pt, \col]
+                        table[
+                            col sep=comma, x=physical_p,
+                            y expr={1 - (1-\noexpand\thisrow{LER_soft})^(1/12)}
+                        ]
+                        {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=soft_vs_hard_param_exploration,+system.F=1,+system.W=\W/2026-03-30_08-57-21/LERs.csv};
+                    }
+                    \temp
+
+                    \addlegendentryexpanded{$W = \W$~soft}
+                }
+            \end{axis}
+        \end{tikzpicture}
+        \caption{SPA}
+    \end{subfigure}
+
+    \caption{BP simulations for the [[144,12,12]]-BB code with $F=1,
+    n_\text{iter,BP}=32,n_\text{rounds}=12$}
+\end{figure}
+
+\begin{figure}[H]
+    \centering
+
+    \begin{subfigure}{0.5\textwidth}
+        \begin{tikzpicture}
+            \begin{axis}[
+                    width=\figwidth,
+                    height=\figheight,
+                    ymode=log,
+                    legend style={
+                        cells={anchor=west},
+                        cells={align=left},
+                    },
+                    enlargelimits=false,
+                    ymin=8e-4, ymax=2.5e-1,
+                    grid=both,
+                    legend pos = south east,
+                    xtick={0.001,0.0015,...,0.004},
+                    xticklabel style={/pgf/number format/fixed},
+                    xticklabel style={/pgf/number format/precision=4},
+                    scaled x ticks=false,
+                    xlabel={Physical error rate},
+                    ylabel={Per-round-LER},
+                ]
+                \foreach \F/\col in {1/scol2,2/scol1,3/scol0} {
+                    \edef\temp{\noexpand
+                        \addplot+[mark=o, line width=1pt, densely dashed, \col]
+                        table[
+                            col sep=comma, x=physical_p,
+                            y expr={1 - (1-\noexpand\thisrow{LER_hard})^(1/12)}
+                        ]
+                        {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=soft_vs_hard_param_exploration,+system.F=\F,+system.W=5/2026-03-30_08-57-21/LERs.csv};
+                    }
+                    \temp
+
+                    \addlegendentryexpanded{$F = \F$~hard}
+                }
+
+                \foreach \F/\col in {1/scol2,2/scol1,3/scol0} {
+                    \edef\temp{\noexpand
+                        \addplot+[mark=*, line width=1pt, \col]
+                        table[
+                            col sep=comma, x=physical_p,
+                            y expr={1 - (1-\noexpand\thisrow{LER_soft})^(1/12)}
+                        ]
+                        {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=soft_vs_hard_param_exploration,+system.F=\F,+system.W=5/2026-03-30_08-57-21/LERs.csv};
+                    }
+                    \temp
+
+                    \addlegendentryexpanded{$F = \F$~soft}
+                }
+            \end{axis}
+        \end{tikzpicture}
+        \caption{Min-Sum}
+    \end{subfigure}%
+    \begin{subfigure}{0.5\textwidth}
+        \begin{tikzpicture}
+            \begin{axis}[
+                    width=\figwidth,
+                    height=\figheight,
+                    ymode=log,
+                    legend style={
+                        cells={anchor=west},
+                        cells={align=left},
+                    },
+                    enlargelimits=false,
+                    ymin=8e-4, ymax=2.5e-1,
+                    grid=both,
+                    legend pos = south east,
+                    xtick={0.001,0.0015,...,0.004},
+                    xticklabel style={/pgf/number format/fixed},
+                    xticklabel style={/pgf/number format/precision=4},
+                    scaled x ticks=false,
+                    xlabel={Physical error rate},
+                    ylabel={Per-round-LER},
+                ]
+                \foreach \F/\col in {1/scol2,2/scol1,3/scol0} {
+                    \edef\temp{\noexpand
+                        \addplot+[mark=o, line width=1pt, densely dashed, \col]
+                        table[
+                            col sep=comma, x=physical_p,
+                            y expr={1 - (1-\noexpand\thisrow{LER_hard})^(1/12)}
+                        ]
+                        {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=soft_vs_hard_param_exploration,+system.F=\F,+system.W=5/2026-03-30_08-57-21/LERs.csv};
+                    }
+                    \temp
+
+                    \addlegendentryexpanded{$F = \F$~hard}
+                }
+
+                \foreach \F/\col in {1/scol2,2/scol1,3/scol0} {
+                    \edef\temp{\noexpand
+                        \addplot+[mark=*, line width=1pt, \col]
+                        table[
+                            col sep=comma, x=physical_p,
+                            y expr={1 - (1-\noexpand\thisrow{LER_soft})^(1/12)}
+                        ]
+                        {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=soft_vs_hard_param_exploration,+system.F=\F,+system.W=5/2026-03-30_08-57-21/LERs.csv};
+                    }
+                    \temp
+
+                    \addlegendentryexpanded{$F = \F$~soft}
+                }
+            \end{axis}
+        \end{tikzpicture}
+        \caption{SPA}
+    \end{subfigure}
+
+    \caption{BP simulations for the [[144,12,12]]-BB code with $W=5,
+    n_\text{iter,BP}=200,n_\text{rounds}=12$}
+\end{figure}
+
+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
+\section{Soft-Information Decoding: Best Performance}
+\label{sec:Soft-Information Decoding: Best Performance}
+
+\begin{figure}[H]
+    \centering
+
+    \begin{subfigure}{0.5\textwidth}
+        \begin{tikzpicture}
+            \begin{axis}[
+                    width=\figwidth,
+                    height=\figheight,
+                    ymode=log,
+                    legend style={
+                        cells={anchor=west},
+                        cells={align=left},
+                    },
+                    enlargelimits=false,
+                    ymin=8e-4, ymax=2.5e-1,
+                    grid=both,
+                    legend pos = south east,
+                    xtick={0.001,0.0015,...,0.004},
+                    xticklabel style={/pgf/number format/fixed},
+                    xticklabel style={/pgf/number format/precision=4},
+                    scaled x ticks=false,
+                    xlabel={Physical error rate},
+                    ylabel={Per-round-LER},
+                ]
+                \addplot+[mark=o, line width=1pt, densely dashed, scol0]
+                table[
+                    col sep=comma, x=physical_p,
+                    y expr={1 - (1-\thisrow{LER_hard})^(1/12)}
+                ]
+                {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=soft_vs_hard_param_exploration,+system.F=1,+system.W=5/2026-03-30_08-57-21/LERs.csv};
+
+                \addlegendentryexpanded{Windowed, hard}
+
+                \addplot+[mark=*, line width=1pt, scol0]
+                table[
+                    col sep=comma, x=physical_p,
+                    y expr={1 - (1-\thisrow{LER_soft})^(1/12)}
+                ]
+                {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=soft_vs_hard_param_exploration,+system.F=1,+system.W=5/2026-03-30_08-57-21/LERs.csv};
+
+                \addlegendentryexpanded{Windowed, soft}
+
+                \addplot+[mark=o, line width=1pt, densely dashed, scol1]
+                table[
+                    col sep=comma, x=physical_p,
+                    y expr={1 - (1-\thisrow{LER_whole})^(1/12)}
+                ]
+                {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=minimum_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=1,+system.W=5/2026-03-30_08-57-21/LERs.csv};
+
+                \addlegendentryexpanded{Whole window}
+            \end{axis}
+        \end{tikzpicture}
+        \caption{Min-Sum}
+    \end{subfigure}%
+    \begin{subfigure}{0.5\textwidth}
+        \begin{tikzpicture}
+            \begin{axis}[
+                    width=\figwidth,
+                    height=\figheight,
+                    ymode=log,
+                    legend style={
+                        cells={anchor=west},
+                        cells={align=left},
+                    },
+                    enlargelimits=false,
+                    ymin=8e-4, ymax=2.5e-1,
+                    grid=both,
+                    legend pos = south east,
+                    xtick={0.001,0.0015,...,0.004},
+                    xticklabel style={/pgf/number format/fixed},
+                    xticklabel style={/pgf/number format/precision=4},
+                    scaled x ticks=false,
+                    xlabel={Physical error rate},
+                    ylabel={Per-round-LER},
+                ]
+                \addplot+[mark=o, line width=1pt, densely dashed, scol0]
+                table[
+                    col sep=comma, x=physical_p,
+                    y expr={1 - (1-\thisrow{LER_hard})^(1/12)}
+                ]
+                {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=soft_vs_hard_param_exploration,+system.F=1,+system.W=5/2026-03-30_08-57-21/LERs.csv};
+
+                \addlegendentryexpanded{Windowed, hard}
+
+                \addplot+[mark=*, line width=1pt, scol0]
+                table[
+                    col sep=comma, x=physical_p,
+                    y expr={1 - (1-\thisrow{LER_soft})^(1/12)}
+                ]
+                {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=soft_vs_hard_param_exploration,+system.F=1,+system.W=5/2026-03-30_08-57-21/LERs.csv};
+
+                \addlegendentryexpanded{Windowed, soft}
+
+                \addplot+[mark=o, line width=1pt, densely dashed, scol1]
+                table[
+                    col sep=comma, x=physical_p,
+                    y expr={1 - (1-\thisrow{LER_whole})^(1/12)}
+                ]
+                {/home/andreas/workspace/private/ma-sw-results/outputs/+decoder.bp_method=product_sum,+experiment=windowed_vs_whole_param_exploration,+system.F=1,+system.W=5/2026-03-30_08-57-21/LERs.csv};
+
+                \addlegendentryexpanded{Whole window}
+            \end{axis}
+        \end{tikzpicture}
+        \caption{SPA}
+    \end{subfigure}
+
+    \caption{BP simulations for the [[144,12,12]]-BB code,
+    $W=5, F=1, n_\text{iter,BP} = 200, n_\text{rounds}=12$}
+\end{figure}
+
+\end{document}
+