% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Author:   Phillip Rothenbeck
% Title:    Investigating the Evolution of the COVID-19 Pandemic in Germany Using Physics-Informed Neural Networks
% File:     chap03/chap03.tex
% Part:     Methods
% Description:
%         summary of the content in this chapter
% Version:  01.01.2012
% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\chapter{Methods}
\label{chap:methods}

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\section{Data Preprocessing}
\label{sec:preprocessing}

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\subsection{RKI Data}
\label{sec:preprocessing:rki}

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\subsection{Recovery Queue}
\label{sec:preprocessing:rq}

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\section{PINN for the SIR Model}
\label{sec:pinn:sir}

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\section{PINN for the reduced SIR Model}
\label{sec:pinn:rsir}