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Thomas Madlener
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2884e7d5
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2884e7d5
authored
6 months ago
by
Thomas Madlener
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Fix date and give credits for figures
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dd186df8
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2024/lcws_key4hep_overview/ml_in_key4hep.tex
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-2
9 additions, 2 deletions
2024/lcws_key4hep_overview/ml_in_key4hep.tex
2024/lcws_key4hep_overview/talk_main.tex
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1 addition, 1 deletion
2024/lcws_key4hep_overview/talk_main.tex
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10 additions
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3 deletions
2024/lcws_key4hep_overview/ml_in_key4hep.tex
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2884e7d5
\begin{frame}
\frametitle
{
Using Key4hep for new developments
}
\begin{minipage}
{
0.5
\linewidth
}
% \vspace*{10pt}
\begin{itemize}
\item
\href
{
https://gitlab.desy.de/ilcsoft/ddfastshowerml
}{
\linktxt
{
DDFastShowerML
}}
- integration of generative shower models into DD4hep
\begin{itemize}
\item
Study reco of ML gen. showers
\end{itemize}
\item
See
\href
{
https://bib-pubdb1.desy.de/record/607309
}{
\linktxt
{
P. McKeown's PhD thesis
}}
\item
More ML models integrated
\end{itemize}
\hfill
\includegraphics
[width=1.0\linewidth]
{
particle
_
net
_
vs
_
lcfiplus.png
}
\includegraphics
[width=1.0\linewidth]
{
particle
_
net
_
vs
_
lcfiplus.png
}
\\
[-4pt]
\scriptsize
{
courtesy M. Meyer
}
\end{minipage}
%
\begin{minipage}
{
0.5
\linewidth
}
\begin{center}
\includegraphics
[width=0.8\linewidth]
{
BIBAE
_
Tau
_
sim
_
w
_
pion
_
mass.png
}
\includegraphics
[width=0.8
5
\linewidth]
{
BIBAE
_
Tau
_
sim
_
w
_
pion
_
mass.png
}
\end{center}
\vspace*
{
-18pt
}
\raggedright\hfill
{
\scriptsize
courtesy P. McKeown
}
\begin{itemize}
\item
\href
{
https://gitlab.desy.de/ilcsoft/MarlinMLFlavorTagging
}{
\linktxt
{
MarlinMLFlavorTagging
}}
- Using deep ML flavor taggers w/ Marlin
\item
Basis for similar developments in Gaudi
\item
Avaialable in Key4hep nightlies
\end{itemize}
\end{minipage}
\end{frame}
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2024/lcws_key4hep_overview/talk_main.tex
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2884e7d5
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@@ -109,7 +109,7 @@
\title
{
Towards production readiness with the Key4hep software stack for future colliders
}
% \subtitle{The common software stack for future experiments}
\author
{{
\large
Thomas Madlener
}
\\\hfill\raggedright
for the Key4hep developers
}
\date
{
Jul 10, 202
5
}
\date
{
Jul 10, 202
4
}
\renewcommand
{
\thefootnote
}{
\fnsymbol
{
footnote
}}
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