Add first slide of 2025-01-07 presentation
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3
Makefile
3
Makefile
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latexmk src/2024-12-03/presentation.tex
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mv build/presentation.pdf build/presentation_2024-12-03.pdf
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latexmk src/2025-01-07/presentation.tex
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mv build/presentation.pdf build/presentation_2025-01-07.pdf
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clean:
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rm -rf build
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248
src/2025-01-07/presentation.tex
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248
src/2025-01-07/presentation.tex
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\documentclass[10pt, aspectratio=169, usenames, dvipsnames]{beamer}
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\usepackage{tikz}
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\usepackage{tikz-3dplot}
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\usetikzlibrary{spy, external, intersections}
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%\tikzexternalize[prefix=build/]
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\usepackage{pgfplots}
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\pgfplotsset{compat=newest}
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\usepgfplotslibrary{fillbetween}
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\usepackage{listings}
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\usepackage{subcaption}
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\usepackage{bbm}
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\usepackage{xcolor}
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\usepackage[outputdir=build/]{minted}
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\usemintedstyle{gruvbox-light}
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\definecolor{gruvbox-bg}{HTML}{ffffff}
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% \definecolor{gruvbox-bg}{HTML}{282828}
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%
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%
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% Custom commands
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%
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%
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\input{lib/latex-common/common.tex}
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\pgfplotsset{colorscheme/rocket}
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\newcommand{\res}{src/2025-01-07/res}
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%
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%
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% CEL Template
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%
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%
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\newcommand{\templates}{lib/cel-template}
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\input{\templates/packages.tex}
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\input{\templates/modifications.tex}
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\input{\templates/makros_own.tex}
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% % Change the way the overview is displayed
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% \AtBeginSection[]
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% {
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% \begin{frame}[t]
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% \frametitle{Overview}
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% \tableofcontents[sectionstyle=show/shaded,
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% subsectionstyle=show/show/shaded,
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% subsubsectionstyle=hide]
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% \end{frame}
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% }
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% \AtBeginSubsubsection[]{}
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% \AtBeginSubsection[]{}
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%
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%
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% Set up document
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%
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%
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\title{HiWi Notes: Minimization Code Constraint Polynomial using Homotopy
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Continuation Methods}
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\subtitle{\small 07.01.2025}
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\author{\vspace{1.5mm} Andreas Tsouchlos}
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\date{ }
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\institute{Karlsruhe Institute of Technology (KIT),
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\\ Communications Engineering Lab (CEL) }
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\tikzstyle{every node}=[font=\small]
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\captionsetup[sub]{font=small}
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%
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%
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% Document body
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%
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%
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\begin{document}
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\begin{frame}[plain]
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\maketitle
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\end{frame}
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\newcommand{\largecitereference}[1]{\textcolor{kit-green100}{ \large \textbf{{[#1]}} }}
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\begin{frame}
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\frametitle{Basic Idea of Homotopy Continuation \largecitereference{CL15}}
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\begin{minipage}[c]{0.65\textwidth}
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\begin{itemize}
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\item Goal: Solve system of equations $F(\bm{x}) = \bm{0}, \hspace{2mm} F:\mathbb{R}^n \rightarrow \mathbb{R}^n$
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\item Problem: Depending on $F$, solving this directly may be difficult
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\item Solution: Define \emph{homotopy function} $H(\bm{x}, t)$ with
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\begin{gather*}
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H(\bm{x}, 0) = G(\bm{x}), \hspace{5mm} H(\bm{x}, 1) = F(\bm{x})
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,\end{gather*}
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i.e., a deformation between two systems $G(\bm{x})$ and $F(\bm{x})$
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(where the zeros of $G$ can be easily obtained); E.g.,
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\begin{gather*}
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H(\bm{x}, t) = (t-1)G(\bm{x}) + tF(\bm{x})
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.\end{gather*}
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Then, compute $(\bm{x}_0, 0)$ such that $G(\bm{x}_0) = \bm{0}$ and trace path to $(\bm{x}_1, 1)$ with $F(\bm{x}_1) = \bm{0}$
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\end{itemize}
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\vspace{5mm}
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\addreferences
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{CL15}{Tianran Chen, Tien-Yien Li: \emph{Homotopy continuation method
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for solving systems of nonlinear and polynomial equations}. 2015}
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\stopreferences
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\end{minipage}%
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\hfill
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\begin{minipage}[c]{0.3\textwidth}
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\begin{figure}
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\centering
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\newcommand{\figlength}{0.8\textwidth}
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\vspace*{-2mm}
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\begin{tikzpicture}
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\begin{axis}[
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xmin=-1,xmax=1,
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ymin=-1,ymax=1,
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width=\figlength,
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height=\figlength,
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ticks=none,
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view={0}{90},
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title={$t=0$},
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title style={yshift=-1mm},
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% xlabel={$x_1$},
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% ylabel={$x_2$},
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]
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\addplot3[point meta=\thisrow{Hmag},
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point meta min=0,
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point meta max=2.5,
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quiver={u=\thisrow{H1},
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v=\thisrow{H2},
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scale arrows=.25,
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every arrow/.append style={%
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line width=.5
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+\pgfplotspointmetatransformed/1000,
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-{Latex[length=0pt 5,width=0pt 3]}
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},
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},
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quiver/colored = {mapped color},
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-stealth,
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]
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table[col sep=comma, discard if not={t}{0.0}] {\res/H.csv};
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\addplot[mark=*] coordinates {(0,0)} node[above] {$\bm{x}_0$};
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\end{axis}
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\end{tikzpicture}
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\begin{tikzpicture}
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\begin{axis}[
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xmin=-1,xmax=1,
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ymin=-1,ymax=1,
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width=\figlength,
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height=\figlength,
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ticks=none,
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view={0}{90},
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title={$t=0.5$},
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title style={yshift=-1mm},
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% xlabel={$x_1$},
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% ylabel={$x_2$},
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]
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\addplot3[point meta=\thisrow{Hmag},
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point meta min=0,
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point meta max=2.5,
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quiver={u=\thisrow{H1},
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v=\thisrow{H2},
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scale arrows=.25,
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every arrow/.append style={%
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line width=.5
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+\pgfplotspointmetatransformed/1000,
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-{Latex[length=0pt 5,width=0pt 3]}
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},
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},
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quiver/colored = {mapped color},
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-stealth,
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]
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table[col sep=comma, discard if not={t}{0.5}] {\res/H.csv};
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\draw[line width=1pt] (0,0) -- (0.25,-0.25);
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\addplot[mark=*] coordinates {(0.25, -0.25)};
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\end{axis}
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\end{tikzpicture}
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\vspace{2mm}
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\begin{tikzpicture}
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\begin{axis}[
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xmin=-1,xmax=1,
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ymin=-1,ymax=1,
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width=\figlength,
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height=\figlength,
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ticks=none,
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view={0}{90},
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title={$t=1$},
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title style={yshift=-1mm},
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% xlabel={$x_1$},
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% ylabel={$x_2$},
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]
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\addplot3[point meta=\thisrow{Hmag},
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point meta min=0,
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point meta max=2.5,
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quiver={u=\thisrow{H1},
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v=\thisrow{H2},
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scale arrows=.25,
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every arrow/.append style={%
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line width=.5
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+\pgfplotspointmetatransformed/1000,
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-{Latex[length=0pt 5,width=0pt 3]}
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},
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},
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quiver/colored = {mapped color},
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-stealth,
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]
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table[col sep=comma, discard if not={t}{1.0}] {\res/H.csv};
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\draw[line width=1pt] (0,0) -- (0.5,-0.5);
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\addplot[mark=*] coordinates {(0.5,-0.5)} node[below right] {$\bm{x}_1$};
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\end{axis}
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\end{tikzpicture}
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\caption{Visualization of ``snapshots'' of $H$ (e.g., $F, G$) as vector fields}
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\end{figure}
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\end{minipage}
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\end{frame}
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\end{document}
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1101
src/2025-01-07/res/H.csv
Normal file
1101
src/2025-01-07/res/H.csv
Normal file
File diff suppressed because it is too large
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