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Verified Commit 3f49867a authored by Björn Ludwig's avatar Björn Ludwig
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feat(thesis): refactor preliminaries to separate file and fill with first drafts

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......@@ -66,7 +66,7 @@
% \allowdisplaybreaks
% Define more theorem environments.
\newtheorem{definition}{Definition}[subsection]
\newtheorem{definition}{Definition}[section]
\newtheorem{theorem}[definition]{Theorem}
\newtheorem{proposition}[definition]{Proposition}
\newtheorem{lemma}[definition]{Lemma}
......@@ -79,6 +79,8 @@
\newtheorem{remark}[definition]{Remark}
\newtheorem{algorithm}[definition]{Algorithm}
\newcommand{\uc}{u_{\mathsf{c}}}
%%%%%%%%%%%%%%%%%%%%%%%%%%% End of preamble %%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{document}
......@@ -207,23 +209,7 @@
Afterwards we will apply an existing robustness verification method to our network
ary measure its performance.
\chapter{Preliminaries}\label{ch:preliminaries}
\begin{definition}[Standard uncertainty]
\label{def:standard-uncertainty}
\end{definition}
\begin{definition}[Combined standard uncertainty]
\label{def:combined-standard-uncertainty}
\end{definition}
\begin{definition}[Expanded uncertainty]
\label{def:expanded-uncertainty}
\end{definition}
\include{preliminaries}
\chapter{Uncertainty propagation in NN}\label{ch:uncertainty-propagation-in-nn}
......@@ -295,5 +281,4 @@
\clearpage
\printbibliography
~\nocite{*}
\end{document}
\chapter{Preliminaries}\label{ch:preliminaries}
The following definitions are taken from the \enquote{Guide to
the expression of uncertainty in measurement (GUM)}~\citep{jcgm_guide_2020} which
in turn is based on the \enquote{International vocabulary of metrology — Basic and
general concepts and associated terms (VIM)}~\citep{jcgm_international_2012}
regarding those definitions.
\section{Terms related to measurement uncertainty}\label{sec:terms-related-to
-measurement-uncertainty}
\begin{definition}
[uncertainty]\label{def:uncertainty}
(or \enquote*{measurement uncertainty} or \enquote*{uncertainty of measurement})
(non-negative) parameter, associated with the result of a measurement, that
characterizes the dispersion of the values that could reasonably be attributed to
the measurand
\end{definition}
\begin{definition}[Standard uncertainty]
\label{def:standard-uncertainty}
(or \enquote*{standard measurement uncertainty} or \enquote*{standard uncertainty
of measurement})
uncertainty of the result of a measurement expressed as a standard deviation $u$
\end{definition}
\begin{definition}[Combined standard uncertainty]
\label{def:combined-standard-uncertainty}
(or \enquote*{combined standard measurement uncertainty})
standard uncertainty $\uc$ of the result of a measurement when that result is
obtained from the values of a number of other quantities, equal to the positive
square root of a sum of terms, the terms being the variances or covariances of
these other quantities weighted according to how the measurement result varies
with changes in these quantities
\end{definition}
\begin{definition}[Coverage factor]
\label{def:coverage-factor}
(or \enquote*{expanded measurement uncertainty})
numerical factor $k$, typically in the range 2 to 3, used as a multiplier of the
combined standard uncertainty in order to obtain an expanded uncertainty
\end{definition}
\begin{definition}[Expanded uncertainty]
\label{def:expanded-uncertainty}
(or \enquote*{expanded measurement uncertainty})
quantity $U$ defining an interval about the result of a measurement that may be
expected to encompass a large fraction of the distribution of values that could
reasonably be attributed to the measurand, which is obtained by multiplying the
combined standard uncertainty $\uc$ by a coverage factor $k$
\end{definition}
\ No newline at end of file
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