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@@ -26,81 +26,78 @@
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\begin{document}
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-\newcommand{\RO}{\ensuremath{\mathcal{R}_0}}
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-\newcommand{\Rt}{\ensuremath{\mathcal{R}_t}}
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-
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\pagenumbering{Roman}
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\begin{dbvthesisTitlepageAndDeclaration}
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- % Specify the title and a possible subtitle of your thesis, if you do not have a subtitle, comment the Subtitle command out
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- \Title{Investigating the Evolution of the COVID-19 Pandemic in Germany Using Physics-Informed Neural Networks}
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+ % Specify the title and a possible subtitle of your thesis, if you do not have a subtitle, comment the Subtitle command out
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+ \Title{Investigating the Evolution of the COVID-19 Pandemic in Germany Using Physics-Informed Neural Networks}
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- \ThesisType{Bachelor Thesis}
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+ \ThesisType{Bachelor Thesis}
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- \FirstName{Phillip}
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- \LastName{Rothenbeck}
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- \DateOfBirth{22}{02}{2002}
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- \Birthplace{Eckernf{\"o}rde}
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+ \FirstName{Phillip}
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+ \LastName{Rothenbeck}
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+ \DateOfBirth{22}{02}{2002}
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+ \Birthplace{Eckernf{\"o}rde}
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- % Specify names of your supervisor and advisor(s): you can either split into supervisor and advisor or name everybody in the advisor command. in the last case, comment the supervisor command out
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- \Supervisor{Prof. Dr.-Ing. Joachim Denzler} % optional
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- \Advisor{Niklas Penzel, Sai Karthikeya Vemuri} % mandatory
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+ % Specify names of your supervisor and advisor(s): you can either split into supervisor and advisor or name everybody in the advisor command. in the last case, comment the supervisor command out
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+ \Supervisor{Prof. Dr.-Ing. Joachim Denzler} % optional
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+ \Advisor{Niklas Penzel, Sai Karthikeya Vemuri} % mandatory
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- % Specify start and end of your thesis
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- \ThesisStart{01}{05}{2024}
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- \ThesisEnd{14}{09}{2024}
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+ % Specify start and end of your thesis
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+ \ThesisStart{01}{05}{2024}
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+ \ThesisEnd{14}{09}{2024}
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\end{dbvthesisTitlepageAndDeclaration}
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40 pages in total
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\begin{enumerate}
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- \item Introduction | 5
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- \begin{enumerate}
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- \item Introduction / Motivation | 3
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- \item Related Work | 2
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- \end{enumerate}
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- \item Background | 12
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- \begin{enumerate}
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- \item Domains | 1
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- \item Basics of Differential Equations | 1
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- \item Pandemic Models | 3
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- \begin{enumerate}
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- \item SIR Model | 2
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- \item reduced SIR Model | 1
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- \end{enumerate}
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- \item Multilayer Perceptron | 2
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- \item Physics Informed Neural Networks | 5
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- \begin{enumerate}
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- \item General | 3
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- \item Desease Informed Neural Networks | 2
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- \end{enumerate}
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- \end{enumerate}
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- \item Methods | 8
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- \begin{enumerate}
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- \item Data Preprocessing | 3
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- \begin{enumerate}
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- \item RKI Data | 2
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- \item Recovery Queue | 1
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- \end{enumerate}
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- \item SIR | 3
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- \item r SIR | 2
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- \end{enumerate}
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- \item Experiments | 10
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- \begin{enumerate}
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- \item SIR Model | 5
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- \begin{enumerate}
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- \item Setup | 1
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- \item Results | 4
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- \end{enumerate}
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- \item reduced SIR Model | 5
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- \begin{enumerate}
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- \item Setup | 1
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- \item Results | 4
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- \end{enumerate}
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- \end{enumerate}
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- \item Conclusions | 3
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- \item Further Work
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+ \item Introduction | 5
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+ \begin{enumerate}
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+ \item Introduction / Motivation | 3
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+ \item Related Work | 2
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+ \end{enumerate}
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+ \item Background | 12
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+ \begin{enumerate}
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+ \item Domains | 1
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+ \item Basics of Differential Equations | 1
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+ \item Pandemic Models | 3
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+ \begin{enumerate}
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+ \item SIR Model | 2
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+ \item reduced SIR Model | 1
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+ \end{enumerate}
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+ \item Multilayer Perceptron | 2
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+ \item Physics Informed Neural Networks | 5
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+ \begin{enumerate}
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+ \item General | 3
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+ \item Desease Informed Neural Networks | 2
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+ \end{enumerate}
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+ \end{enumerate}
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+ \item Methods | 8
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+ \begin{enumerate}
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+ \item Data Preprocessing | 3
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+ \begin{enumerate}
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+ \item RKI Data | 2
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+ \item Recovery Queue | 1
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+ \end{enumerate}
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+ \item SIR | 3
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+ \item r SIR | 2
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+ \end{enumerate}
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+ \item Experiments | 10
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+ \begin{enumerate}
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+ \item SIR Model | 5
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+ \begin{enumerate}
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+ \item Setup | 1
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+ \item Results | 4
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+ \end{enumerate}
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+ \item reduced SIR Model | 5
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+ \begin{enumerate}
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+ \item Setup | 1
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+ \item Results | 4
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+ \end{enumerate}
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+ \end{enumerate}
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+ \item Conclusions | 3
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+ \item Further Work
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\end{enumerate}
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\include{./abstract}
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