diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000000000000000000000000000000000000..b400eba3f82b691868b83b2efeafe49ae0501b02
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,9 @@
+.DS_Store
+*.toc
+*.out
+*.aux
+*.toc
+*.nav
+*.log
+
+
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diff --git a/Introduction/logos/hgf_matter.png b/01Introduction/logos/hgf_matter.png
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diff --git a/Introduction/slides.tex b/01Introduction/slides.tex
similarity index 79%
rename from Introduction/slides.tex
rename to 01Introduction/slides.tex
index 96303cae4e3afcfa057a01ee62ccf9eb33c854bd..a3e8da206c4d880e0e477d72531a1f8d3c4212b8 100644
--- a/Introduction/slides.tex
+++ b/01Introduction/slides.tex
@@ -362,6 +362,32 @@
 \end{columns}
 \end{frame}
 
+\begin{frame}
+    \frametitle{File systems}
+    \framesubtitle{Where to store data}
+    
+    \begin{columns}
+        \begin{column}{0.48\textwidth}
+            \begin{center}
+                KIT
+            \end{center}
+            \begin{itemize}
+                \item 
+            \end{itemize}
+        \end{column}
+        \begin{column}{0.48\textwidth}
+            \begin{center}
+                JSC
+            \end{center}
+            \begin{itemize}
+                \item \texttt{\$HOME}: Tiny. Use it for configs only. Beware of nasty programs looking for cache.
+                \item \texttt{/p/project/my\_proj}: 16 TB per project. Your workhorse. Accessible from compute.
+                \item \texttt{/p/scratch/my\_proj}: 100 TB per project. Your friend for not so permanent data. Deleted after 90 days of inactivity.
+                \item \texttt{/p/largedata/my\_data\_proj}: 12 PB for large scale data projects. Not accessible from compute nodes.
+            \end{itemize}
+        \end{column}
+    \end{columns}
+\end{frame}
 \begin{frame}
 \frametitle{HAICORE}
 \framesubtitle{Summary}
@@ -399,10 +425,29 @@
             %\includegraphics[height=0.07\textheight]{logos/helmholtzai_logo_2_lines.eps}
         \end{figure}
     \end{frame}
-    
+ 
+    \begin{frame}
+        \frametitle{HAICORE}
+        \framesubtitle{Task 2: Jupyter@KIT}
+        
+            \begin{itemize}
+                \item 
+                \item 
+                \item 
+                \item 
+            \end{itemize}
+        
+            \vspace{2em}
+            \begin{figure}
+                \centering
+                %\includegraphics[height=0.07\textheight]{logos/helmholtzai_logo_2_lines.eps}
+            \end{figure}
+        \end{frame}
+        
+
 \begin{frame}
     \frametitle{HAICORE}
-    \framesubtitle{Task 2: Jupyter@JSC}
+    \framesubtitle{Task 3: Jupyter@JSC}
     \begin{columns}
         \begin{column}{0.53\textwidth} 
         \begin{itemize}
@@ -422,4 +467,56 @@
     
     \end{frame}
 
+    \begin{frame}[fragile]{Authentification and Authorization}
+        \framesubtitle{Task 4: ssh@JSC}
+
+        \begin{columns}
+        \begin{column}{0.39\textwidth}
+        \begin{itemize}
+        \item Create public/private key pair
+        \item Register public key in JuDoor
+        \item Make sure to use that key. 
+        \end{itemize}
+        %\vspace{0.8cm}
+        \footnotesize
+        \texttt{ssh -i path/to/keyfile surname1@juwels-booster.fz-juelich.de}
+        \includegraphics[width=\textwidth]{images/ssh.PNG}
+        
+        \end{column}
+        \begin{column}{0.49\textwidth}
+        \center{
+            \includegraphics[width=\textwidth]{images/ssh2.PNG}
+        }
+        \end{column}
+         
+         \end{columns}
+         
+        \vspace{.2cm}
+        Create key: 
+        
+        \begin{lstlisting}[language=bash]
+            ssh-keygen -a 100 -t ed25519 -f \$HOME/.ssh/id_ed25519
+        \end{lstlisting}
+        See also \url{https://apps.fz-juelich.de/jsc/hps/juwels/access.html}.
+        
+        \end{frame}
+        
+        
+        \begin{frame}{Uploading a key}
+            \footnotesize
+            \begin{enumerate}
+                \item Display key: \\
+                \includegraphics[width=0.7\textwidth]{images/register_key2.png}
+                \item \emph{Manage ssh keys} in JuDoor. \\
+                \includegraphics[width=0.6\textwidth]{images/register_key.png}
+                \item Add ip-based from key -- or check ip. \\
+                \includegraphics[width=0.45\textwidth]{images/register_key3.png}
+                \item Do reverse DNS lookup. \texttt{nslookup 123.456.89.102}\\
+                \includegraphics[width=0.4\textwidth]{images/register_key4.png}
+                \item Guess wildcard pattern.\\
+                \includegraphics[width=0.8\textwidth]{images/register_key5.png}
+            
+            \end{enumerate}
+        \end{frame}
+
 \end{document}
diff --git a/01Introduction/theme/beamercolorthemeHelmholtzAI.sty b/01Introduction/theme/beamercolorthemeHelmholtzAI.sty
new file mode 100644
index 0000000000000000000000000000000000000000..810de62100110008bb8dd9ff392fea56d21b078a
--- /dev/null
+++ b/01Introduction/theme/beamercolorthemeHelmholtzAI.sty
@@ -0,0 +1,202 @@
+%% V0.1
+%% 2020/10/09
+%% by Markus Götz, Björn Hagemeier, James Kahn
+
+\RequirePackage{xcolor}
+
+% Helmholtz blue
+\definecolor{hgfblue}{RGB}{0, 90, 160}
+\colorlet{hgfblue10}{hgfblue!10!white}
+\colorlet{hgfblue20}{hgfblue!20!white}
+\colorlet{hgfblue30}{hgfblue!30!white}
+\colorlet{hgfblue40}{hgfblue!40!white}
+\colorlet{hgfblue50}{hgfblue!50!white}
+\colorlet{hgfblue60}{hgfblue!60!white}
+\colorlet{hgfblue70}{hgfblue!70!white}
+\colorlet{hgfblue80}{hgfblue!80!white}
+\colorlet{hgfblue90}{hgfblue!90!white}
+
+% Helmholtz darkblue
+\definecolor{hgfdarkblue}{RGB}{10, 45, 110}
+\colorlet{hgfdarkblue10}{hgfdarkblue!10!white}
+\colorlet{hgfdarkblue20}{hgfdarkblue!20!white}
+\colorlet{hgfdarkblue30}{hgfdarkblue!30!white}
+\colorlet{hgfdarkblue40}{hgfdarkblue!40!white}
+\colorlet{hgfdarkblue50}{hgfdarkblue!50!white}
+\colorlet{hgfdarkblue60}{hgfdarkblue!60!white}
+\colorlet{hgfdarkblue70}{hgfdarkblue!70!white}
+\colorlet{hgfdarkblue80}{hgfdarkblue!80!white}
+\colorlet{hgfdarkblue90}{hgfdarkblue!90!white}
+
+% Helmholtz green
+\definecolor{hgfgreen}{RGB}{140, 180, 35}
+\colorlet{hgfgreen10}{hgfgreen!10!white}
+\colorlet{hgfgreen20}{hgfgreen!20!white}
+\colorlet{hgfgreen30}{hgfgreen!30!white}
+\colorlet{hgfgreen40}{hgfgreen!40!white}
+\colorlet{hgfgreen50}{hgfgreen!50!white}
+\colorlet{hgfgreen60}{hgfgreen!60!white}
+\colorlet{hgfgreen70}{hgfgreen!70!white}
+\colorlet{hgfgreen80}{hgfgreen!80!white}
+\colorlet{hgfgreen90}{hgfgreen!90!white}
+
+% Helmholtz gray
+\definecolor{hgfgray}{RGB}{90, 105, 110}
+\colorlet{hgfgray10}{hgfgray!10!white}
+\colorlet{hgfgray20}{hgfgray!20!white}
+\colorlet{hgfgray30}{hgfgray!30!white}
+\colorlet{hgfgray40}{hgfgray!40!white}
+\colorlet{hgfgray50}{hgfgray!50!white}
+\colorlet{hgfgray60}{hgfgray!60!white}
+\colorlet{hgfgray70}{hgfgray!70!white}
+\colorlet{hgfgray80}{hgfgray!80!white}
+\colorlet{hgfgray90}{hgfgray!90!white}
+
+% RF aeronautics, space and transport
+\definecolor{hgfaerospace}{RGB}{80, 200, 170}
+\definecolor{hgfast}{named}{hgfaerospace}
+
+\colorlet{hgfaerospace10}{hgfaerospace!10!white}
+\colorlet{hgfaerospace20}{hgfaerospace!20!white}
+\colorlet{hgfaerospace30}{hgfaerospace!30!white}
+\colorlet{hgfaerospace40}{hgfaerospace!40!white}
+\colorlet{hgfaerospace50}{hgfaerospace!50!white}
+\colorlet{hgfaerospace60}{hgfaerospace!60!white}
+\colorlet{hgfaerospace70}{hgfaerospace!70!white}
+\colorlet{hgfaerospace80}{hgfaerospace!80!white}
+\colorlet{hgfaerospace90}{hgfaerospace!90!white}
+
+\colorlet{hgfast10}{hgfast!10!white}
+\colorlet{hgfast20}{hgfast!20!white}
+\colorlet{hgfast30}{hgfast!30!white}
+\colorlet{hgfast40}{hgfast!40!white}
+\colorlet{hgfast50}{hgfast!50!white}
+\colorlet{hgfast60}{hgfast!60!white}
+\colorlet{hgfast70}{hgfast!70!white}
+\colorlet{hgfast80}{hgfast!80!white}
+\colorlet{hgfast90}{hgfast!90!white}
+
+% RF earth and environment
+\definecolor{hgfearthandenvironment}{RGB}{50, 100, 105}
+\definecolor{hgfee}{named}{hgfearthandenvironment}
+
+\colorlet{hgfearthandenvironment10}{hgfearthandenvironment!10!white}
+\colorlet{hgfearthandenvironment20}{hgfearthandenvironment!20!white}
+\colorlet{hgfearthandenvironment30}{hgfearthandenvironment!30!white}
+\colorlet{hgfearthandenvironment40}{hgfearthandenvironment!40!white}
+\colorlet{hgfearthandenvironment50}{hgfearthandenvironment!50!white}
+\colorlet{hgfearthandenvironment60}{hgfearthandenvironment!60!white}
+\colorlet{hgfearthandenvironment70}{hgfearthandenvironment!70!white}
+\colorlet{hgfearthandenvironment80}{hgfearthandenvironment!80!white}
+\colorlet{hgfearthandenvironment90}{hgfearthandenvironment!90!white}
+
+\colorlet{hgfee10}{hgfee!10!white}
+\colorlet{hgfee20}{hgfee!20!white}
+\colorlet{hgfee30}{hgfee!30!white}
+\colorlet{hgfee40}{hgfee!40!white}
+\colorlet{hgfee50}{hgfee!50!white}
+\colorlet{hgfee60}{hgfee!60!white}
+\colorlet{hgfee70}{hgfee!70!white}
+\colorlet{hgfee80}{hgfee!80!white}
+\colorlet{hgfee90}{hgfee!90!white}
+
+% RF energy
+\definecolor{hgfenergy}{RGB}{255, 210, 40}
+
+\colorlet{hgfenergy10}{hgfenergy!10!white}
+\colorlet{hgfenergy20}{hgfenergy!20!white}
+\colorlet{hgfenergy30}{hgfenergy!30!white}
+\colorlet{hgfenergy40}{hgfenergy!40!white}
+\colorlet{hgfenergy50}{hgfenergy!50!white}
+\colorlet{hgfenergy60}{hgfenergy!60!white}
+\colorlet{hgfenergy70}{hgfenergy!70!white}
+\colorlet{hgfenergy80}{hgfenergy!80!white}
+\colorlet{hgfenergy90}{hgfenergy!90!white}
+
+% RF health
+\definecolor{hgfhealth}{RGB}{210, 50, 100}
+
+\colorlet{hgfhealth10}{hgfhealth!10!white}
+\colorlet{hgfhealth20}{hgfhealth!20!white}
+\colorlet{hgfhealth30}{hgfhealth!30!white}
+\colorlet{hgfhealth40}{hgfhealth!40!white}
+\colorlet{hgfhealth50}{hgfhealth!50!white}
+\colorlet{hgfhealth60}{hgfhealth!60!white}
+\colorlet{hgfhealth70}{hgfhealth!70!white}
+\colorlet{hgfhealth80}{hgfhealth!80!white}
+\colorlet{hgfhealth90}{hgfhealth!90!white}
+
+% RF key technologies
+\definecolor{hgfkeytechnologies}{RGB}{160, 35, 90}
+\definecolor{hgfkt}{named}{hgfkeytechnologies}
+\definecolor{hgfinformation}{named}{hgfkeytechnologies}
+
+\colorlet{hgfkeytechnologies10}{hgfkeytechnologies!10!white}
+\colorlet{hgfkeytechnologies20}{hgfkeytechnologies!20!white}
+\colorlet{hgfkeytechnologies30}{hgfkeytechnologies!30!white}
+\colorlet{hgfkeytechnologies40}{hgfkeytechnologies!40!white}
+\colorlet{hgfkeytechnologies50}{hgfkeytechnologies!50!white}
+\colorlet{hgfkeytechnologies60}{hgfkeytechnologies!60!white}
+\colorlet{hgfkeytechnologies70}{hgfkeytechnologies!70!white}
+\colorlet{hgfkeytechnologies80}{hgfkeytechnologies!80!white}
+\colorlet{hgfkeytechnologies90}{hgfkeytechnologies!90!white}
+
+\colorlet{hgfkt10}{hgfkt!10!white}
+\colorlet{hgfkt20}{hgfkt!20!white}
+\colorlet{hgfkt30}{hgfkt!30!white}
+\colorlet{hgfkt40}{hgfkt!40!white}
+\colorlet{hgfkt50}{hgfkt!50!white}
+\colorlet{hgfkt60}{hgfkt!60!white}
+\colorlet{hgfkt70}{hgfkt!70!white}
+\colorlet{hgfkt80}{hgfkt!80!white}
+\colorlet{hgfkt90}{hgfkt!90!white}
+
+\colorlet{hgfinformation10}{hgfinformation!10!white}
+\colorlet{hgfinformation20}{hgfinformation!20!white}
+\colorlet{hgfinformation30}{hgfinformation!30!white}
+\colorlet{hgfinformation40}{hgfinformation!40!white}
+\colorlet{hgfinformation50}{hgfinformation!50!white}
+\colorlet{hgfinformation60}{hgfinformation!60!white}
+\colorlet{hgfinformation70}{hgfinformation!70!white}
+\colorlet{hgfinformation80}{hgfinformation!80!white}
+\colorlet{hgfinformation90}{hgfinformation!90!white}
+
+% RF matter
+\definecolor{hgfmatter}{RGB}{240, 120, 30}
+
+\colorlet{hgfmatter10}{hgfmatter!10!white}
+\colorlet{hgfmatter20}{hgfmatter!20!white}
+\colorlet{hgfmatter30}{hgfmatter!30!white}
+\colorlet{hgfmatter40}{hgfmatter!40!white}
+\colorlet{hgfmatter50}{hgfmatter!50!white}
+\colorlet{hgfmatter60}{hgfmatter!60!white}
+\colorlet{hgfmatter70}{hgfmatter!70!white}
+\colorlet{hgfmatter80}{hgfmatter!80!white}
+\colorlet{hgfmatter90}{hgfmatter!90!white}
+
+\mode<presentation>
+
+% beamer color definitions
+\setbeamercolor{structure}{fg=hgfdarkblue, bg=}
+\setbeamercolor{palette primary}{use=structure, fg=hgfdarkblue, bg=}
+
+\setbeamercolor{item}{fg=hgfgreen}
+\setbeamercolor{item projected}{fg=hgfgreen}
+
+\setbeamercolor{enumerate item}{fg=black, bg=}
+\setbeamercolor{enumerate subitem}{fg=black, bg=}
+\setbeamercolor{enumerate subsubitem}{fg=black, bg=}
+
+\setbeamercolor{title}{fg=white,bg=}
+\setbeamercolor{subtitle}{fg=white,bg=}
+\setbeamercolor{author}{fg=white,bg=}
+\setbeamercolor{date}{fg=white,bg=}
+
+\setbeamercolor{block title}{bg=hgfblue80,fg=white}
+\setbeamercolor{block body}{bg=hgfblue40}
+
+\setbeamercolor{block title example}{bg=hgfgray60,fg=white}
+\setbeamercolor{block body example}{bg=hgfgray30}
+
+\setbeamercolor{block title alerted}{bg=hgfinformation80,fg=white}
+\setbeamercolor{block body alerted}{bg=hgfinformation40}
diff --git a/01Introduction/theme/beamerfontthemeHelmholtzAI.sty b/01Introduction/theme/beamerfontthemeHelmholtzAI.sty
new file mode 100644
index 0000000000000000000000000000000000000000..ae734544a33e5b12093a861dd230ccd4ea97d0fc
--- /dev/null
+++ b/01Introduction/theme/beamerfontthemeHelmholtzAI.sty
@@ -0,0 +1,203 @@
+%% V0.1
+%% 2020/10/09
+%% by Markus Götz, Björn Hagemeier, James Kahn
+
+% font selection
+\setmainfont[
+    Path=fonts/,
+    BoldFont=CorporateS-Bold.otf,
+    ItalicFont=CorporateS-Italic.otf,
+    BoldItalicFont=CorporateS-Bold-Italic.otf,
+]{CorporateS-Regular.otf}
+\setsansfont[
+    Path=fonts/,
+    BoldFont=CorporateS-Bold.otf,
+    ItalicFont=CorporateS-Italic.otf,
+    BoldItalicFont=CorporateS-Bold-Italic.otf,
+]{CorporateS-Regular.otf}
+\setmonofont[
+    Path=fonts/,
+    BoldFont=TexGyreCursor-Bold.otf,
+    ItalicFont=TexGyreCursor-Italic.otf,
+    BoldItalicFont=TexGyreCursor-Bold-Italic.otf,
+]{TexGyreCursor-Regular.otf}
+
+\newfontfamily\hermannboldfont[Path=fonts/]{Hermann-Bold.otf}
+\newcommand{\hermann}[1]{{\hermannboldfont #1}}
+
+\mode<presentation>
+
+\setbeamerfont{title}{size*={15pt}{16pt},series=\bfseries} % 32pt, baselineskip 36pt%
+
+\setbeamerfont{subtitle short}{size*={11pt}{12pt},series=\mdseries}  % 30pt, baselineskip 36pt
+\setbeamerfont{subtitle long}{size*={9pt}{9pt},series=\mdseries}  % 18pt, baselineskip 22pt
+\setbeamerfont*{subtitle}{parent=subtitle long} % reset font (*) and use parent font size
+\setbeamerfont*{subtitle}{parent=subtitle short} % deault subline style to short UPPERCASE s p a c e d text
+
+%\setbeamerfont{normal text}{size*={8pt}{9pt}} % 14pt, baselineskip 18pt
+\setbeamerfont{footline}{size*={6pt}{7pt}}
+
+%\setbeamerfont{frametitle}{size*={16pt}{16pt},series=\bfseries} %30pt, baselineskip 36pt
+\setbeamerfont{framesubtitle}{size*={10pt}{11pt},series=\mdseries} % 18pt, baselineskip 22pt
+
+% fonts for special text fields
+\setbeamerfont{caption}{size=\small}
+\setbeamerfont{caption name}{parent={structure, caption}}
+
+\setbeamerfont{date}{size*={10pt}{10pt}}
+
+\setbeamerfont{footline}{parent={tiny structure}}
+
+\setbeamerfont{headline}{parent={tiny structure}}
+
+\setbeamerfont{institute}{size=\footnotesize, series=\itshape}
+\setbeamerfont{navigation symbols}{size*={7pt}{8pt}}
+
+\setbeamerfont{section in toc}{parent=structure}
+\setbeamerfont{section in toc shaded}{parent=section in toc}
+
+% items
+\setbeamerfont{item}{parent=structure}
+\setbeamerfont{subitem}{parent=item}
+\setbeamerfont{subsubitem}{parent=subitem}
+
+\setbeamerfont{item projected}{size=\tiny, parent={item, projected text}}
+\setbeamerfont{subitem projected}{parent=item projected}
+\setbeamerfont{subsubitem projected}{parent=subitem projected}
+
+\setbeamerfont{description item}{parent=item}
+
+\setbeamerfont{enumerate item}{parent=item}
+\setbeamerfont{enumerate subitem}{parent=subitem}
+\setbeamerfont{enumerate subsubitem}{parent=subsubitem}
+
+\setbeamerfont{itemize/enumerate body}{}
+\setbeamerfont{itemize/enumerate subbody}{size=\small}
+\setbeamerfont{itemize/enumerate subsubbody}{size=\footnotesize}
+
+\setbeamerfont{itemize item}{parent=item}
+\setbeamerfont{itemize subitem}{parent=subitem}
+\setbeamerfont{itemize subsubitem}{parent=subsubitem}
+
+\makeatletter
+
+% automatic spacing and font sizes for long titles
+%% define options for letter spacing
+\providecommand{\emptydummyb}[1]{} % eats argument of \uppercase() and and \addfontfeature{}
+\providecommand{\emptydummya}[2][]{#2}{} % eats optional argument of textls and forwards #2 argument
+\providecommand{\addfontfeature}[1]{} % defined only if latex or pdflatex is used
+\providecommand{\textls}[2][]{#2}{} % defined only if microtype is loaded
+
+% new command definitions we will be using later on
+\def\beamerhelmholtzai@titleformat#1{#1}
+\def\beamerhelmholtzai@subtitleformat#1{#1}
+\def\beamerhelmholtzai@partformat#1{#1}
+\def\beamerhelmholtzai@frametitleformat#1{#1}
+
+%% title font size
+\pgfkeys{
+    /beamerhelmholtzai/font/title/.cd,
+    .is choice,
+    .default=regular,
+    regular/.code={%
+        \let\beamerhelmholtzai@titleformatcaps\emptydummya%
+        \let\beamerhelmholtzai@titleformatspacinga\emptydummya%
+        \let\beamerhelmholtzai@titleformatspacingb\emptydummyb%
+    },
+    allcaps/.code={%
+        \let\beamerhelmholtzai@titleformatcaps\MakeTextUppercase%
+        \let\beamerhelmholtzai@titleformatspacinga\emptydummya%
+        \let\beamerhelmholtzai@titleformatspacingb\emptydummyb%
+    },
+}
+
+%% subtitle font size
+\pgfkeys{
+    /beamerhelmholtzai/font/subtitle/.cd,
+    .is choice,
+    .default=allcaps,
+    regular/.code={%
+        \let\beamerhelmholtzai@subtitleformatcaps\emptydummya%
+        \let\beamerhelmholtzai@subtitleformatspacinga\emptydummya%
+        \let\beamerhelmholtzai@subtitleformatspacingb\emptydummyb%
+        \setbeamerfont{subtitle long}{size*={9pt}{11pt},series=\bfseries}  % 18pt, baselineskip 22pt
+    },
+    allcaps/.code={%
+        \let\beamerhelmholtzai@subtitleformatcaps\MakeTextUppercase%
+        \let\beamerhelmholtzai@subtitleformatspacinga\emptydummya%
+        \let\beamerhelmholtzai@subtitleformatspacingb\emptydummyb%
+        \setbeamerfont{title}{size*={16pt}{16pt},series=\bfseries} % 30pt, baselineskip 36pt%
+    },
+}
+
+%% regular slides
+\pgfkeys{
+    /beamerhelmholtzai/font/frametitle/.cd,
+    .is choice,
+    .default=allcaps,
+    regular/.code={%
+        \let\beamerhelmholtzai@frametitleformatcaps\emptydummya%
+        \let\beamerhelmholtzai@frametitleformatspacinga\emptydummya%
+        \let\beamerhelmholtzai@frametitleformatspacingb\emptydummyb%
+        \setbeamerfont{frametitle}{size*={14pt}{18pt},series=\bfseries} % 32pt, baselineskip 36pt%
+    },
+    allcaps/.code={%
+        \let\beamerhelmholtzai@frametitleformatcaps\MakeTextUppercase%
+        \let\beamerhelmholtzai@frametitleformatspacinga\emptydummya%
+        \let\beamerhelmholtzai@frametitleformatspacingb\emptydummyb%
+        \setbeamerfont{frametitle}{size*={14pt}{18pt},series=\bfseries} % 32pt, baselineskip 36pt%
+    },
+}
+
+%% parts
+\pgfkeys{
+    /beamerhelmholtzai/font/part/.cd,
+    .is choice,
+    .default=allcaps,
+    regular/.code={%
+        \let\beamerhelmholtzai@partformatcaps\emptydummya%
+        \let\beamerhelmholtzai@partformatspacinga\emptydummya%
+        \let\beamerhelmholtzai@partformatspacingb\emptydummyb%
+        \setbeamerfont{part}{size*={16pt}{18pt},series=\bfseries} % 30pt, baselineskip 36pt%
+    },
+    allcaps/.code={%
+        \let\beamerhelmholtzai@partformatcaps\MakeTextUppercase%
+        \let\beamerhelmholtzai@partformatspacinga\emptydummya%
+        \let\beamerhelmholtzai@partformatspacingb\emptydummyb%
+        \setbeamerfont{part}{size*={16pt}{18pt},series=\bfseries} % 30pt, baselineskip 36pt%
+    },
+}
+
+% redefine beamer title, subtitle, part and frametitle command
+\patchcmd{\beamer@title}%
+    {\def\inserttitle{#2}}%
+    {\protected\def\inserttitle{{\beamerhelmholtzai@titleformatspacingb{LetterSpace=15.0}\beamerhelmholtzai@titleformatcaps{\beamerhelmholtzai@titleformatspacinga[120]{#2}}}}}%
+    {}%
+    {\PackageError{beamerhelmholtzai}{Patching original title failed}\@ehc}
+\patchcmd{\beamer@subtitle}%
+    {\def\insertsubtitle{#2}}%
+    {\protected\def\insertsubtitle{{\beamerhelmholtzai@subtitleformatspacingb{LetterSpace=15.0}\beamerhelmholtzai@subtitleformatcaps{\beamerhelmholtzai@subtitleformatspacinga[120]{#2}}}}}%
+    {}%
+    {\PackageError{beamerhelmholtzai}{Patching original subtitle failed}\@ehc}
+\patchcmd{\beamer@part}%
+    {\def\insertpart{\expandafter\hyperlink\partlink}}%
+    {\def\insertpart{{\beamerhelmholtzai@partformatspacingb{LetterSpace=15.0}\beamerhelmholtzai@partformatcaps{\beamerhelmholtzai@partformatspacinga[120]{\expandafter\hyperlink\partlink}}}}}%
+    {}%
+    {\PackageError{beamerhelmholtzai}{Patching original part failed}\@ehc}
+\patchcmd{\beamer@@frametitle}
+    {{%
+        \gdef\insertframetitle{{#2\ifnum\beamer@autobreakcount>0\relax{}\space%
+        \usebeamertemplate*{frametitle continuation}\fi}}%
+        \gdef\beamer@frametitle{#2}%
+        \gdef\beamer@shortframetitle{#1}%
+    }}
+    {{%
+        \gdef\insertframetitle{{\beamerhelmholtzai@frametitleformatcaps{#2}\ifnum%
+        \beamer@autobreakcount>0\relax{}\space%
+        \usebeamertemplate*{frametitle continuation}\fi}}%
+        \gdef\beamer@frametitle{#2}%
+        \gdef\beamer@shortframetitle{#1}%
+    }}
+    {}
+    {\PackageError{beamerhelmholtzai}{Patching original frame title failed}\@ehc}
+\makeatother
diff --git a/01Introduction/theme/beamerinnerthemeHelmholtzAI.sty b/01Introduction/theme/beamerinnerthemeHelmholtzAI.sty
new file mode 100644
index 0000000000000000000000000000000000000000..b7d908774e16e2c65c5a192f95295663db7f4e79
--- /dev/null
+++ b/01Introduction/theme/beamerinnerthemeHelmholtzAI.sty
@@ -0,0 +1,7 @@
+%% V0.1
+%% 2020/10/09
+%% by Markus Götz, Björn Hagemeier, James Kahn
+
+\setbeamertemplate{itemize item}{\rule[1pt]{6pt}{6pt}}
+\setbeamertemplate{itemize subitem}{\rule[1pt]{4pt}{4pt}}
+\setbeamertemplate{itemize subsubitem}{\rule[1pt]{3pt}{3pt}}
diff --git a/01Introduction/theme/beamerouterthemeHelmholtzAI.sty b/01Introduction/theme/beamerouterthemeHelmholtzAI.sty
new file mode 100644
index 0000000000000000000000000000000000000000..405e7ce299da28a57809ced18b49e5e9cafa704e
--- /dev/null
+++ b/01Introduction/theme/beamerouterthemeHelmholtzAI.sty
@@ -0,0 +1,205 @@
+%% V0.1
+%% 2020/10/09
+%% by Markus Götz, Björn Hagemeier, James Kahn
+
+% slide geometry
+\setbeamersize{%
+    text margin left=0.8cm,
+    text margin right=0.8cm,
+    sidebar width left=0cm,
+    sidebar width right=0cm,
+    mini frame size=0cm,
+    mini frame offset=0cm
+}
+
+% background canvas
+%% title
+\defbeamertemplate{background canvas}{title}{%
+    \includegraphics[width=\paperwidth, height=\paperheight]{logos/helmholtzai.jpg}
+}
+
+%% regular
+\defbeamertemplate{background canvas}{empty}{}
+\pgfkeys{/beamerhgf/outer/.cd,
+    background canvas/.initial=empty
+}
+
+% HGF slider bars
+%% top
+\newcommand{\topslider}[1]{%
+    \begin{tikzpicture}[overlay, remember picture]
+        \draw [fill=#1, draw=none, rounded corners=2pt] (current page.north east)
+        [turtle={
+            lt, forward=1.1\paperwidth, 
+            lt, forward=.19\paperheight, 
+            lt, forward=.47\paperwidth, 
+            left=45, forward=1.5ex,
+            right=45, forward=.63\paperwidth, 
+            home
+        }];
+    \end{tikzpicture}
+}
+
+%% bottom
+\newcommand{\bottomslider}[1]{%
+    \begin{tikzpicture}[overlay, remember picture]
+        \draw [fill=#1, draw=none, rounded corners=2pt] (current page.south east)
+        [turtle={
+            lt, fd=1.1\paperwidth, 
+            rt, fd=0.025\paperheight, 
+            rt, fd=.8375\paperwidth, 
+            lt=45, fd=1.5ex, 
+            rt=45, fd=.25\paperwidth, 
+            home
+        }];
+    \end{tikzpicture}
+}
+
+%% left
+\newcommand{\leftslider}[1]{%
+    \begin{tikzpicture}[overlay, remember picture]
+        \draw [fill=#1, draw=none, rounded corners=2pt] (current page.south west)
+        [turtle={
+            fd=.05\paperheight, rt, 
+            fd=.15\paperwidth, rt=45, 
+            fd=4.5ex, rt=135, 
+            fd=.15\paperwidth, 
+            home
+        }];
+    \end{tikzpicture}
+}
+
+%% research field
+\newcommand{\rfslider}[1]{%
+    \begin{tikzpicture}[overlay, remember picture]
+        \draw [fill=#1, draw=none, rounded corners=2pt] (current page.south east) ++ (-.25\paperwidth, .042\paperheight)
+        [turtle={
+            lt, fd=.13\paperwidth, 
+            lt=45, fd=1.5ex, 
+            lt=135, fd=.13\paperwidth, 
+            home
+        }];
+    \end{tikzpicture}
+}
+
+% banner
+\newcommand{\banner}{%
+    \begin{tikzpicture}[overlay, remember picture]
+        \node[anchor=north west, xshift=0.8cm, yshift=-0.6cm] at (current page.north west) {
+            \includegraphics[scale=0.45]{logos/helmholtzai_logo_2_lines.eps}
+        };
+    \end{tikzpicture}
+}
+
+% footer logo
+\newcommand{\footerlogo}{%
+    \begin{tikzpicture}[overlay, remember picture]
+        \node[anchor=south east, xshift=-1.8cm, yshift=0.0cm] at (current page.south east) {
+            \includegraphics[scale=0.25]{logos/helmholtzai_logo_2_lines_inverted.eps}
+        };
+    \end{tikzpicture}
+}
+
+% url
+\newcommand{\helmholtzaiurl}{%
+    \begin{tikzpicture}[overlay, remember picture]
+        \node[anchor=south east, text=hgfblue] at (current page.south east) {\tiny www.helmholtz.ai};
+    \end{tikzpicture}
+}
+
+% slide layout
+%% general
+\defbeamertemplate{headline}{empty}{}
+\setbeamertemplate{footline}{%
+    \begin{beamercolorbox}[wd=\paperwidth,ht=2.2cm]{}
+    \end{beamercolorbox}
+    \hspace{0.8cm}
+    \usebeamercolor[fg]{title}\insertauthor\enspace\vrule width0.3pt\enspace\inserttitle%
+    \vspace{0.06cm}
+}
+\setbeamertemplate{navigation symbols}{%
+    \begin{beamercolorbox}[wd=\paperwidth,ht=\dimexpr\paperheight-6pt]{}
+    \end{beamercolorbox}
+    \usebeamercolor[fg]{title}\usebeamerfont*{navigation symbols}\insertframenumber/\inserttotalframenumber
+}
+\setbeamertemplate{section in toc}{%
+    \inserttocsectionnumber.~\inserttocsection
+}
+
+%% title
+\defbeamertemplate{background}{title}{%
+    \topslider{white}
+    \banner
+    \rfslider{hgfgreen}
+    \bottomslider{white}
+    \leftslider{hgfdarkblue}
+    \helmholtzaiurl
+}
+\defbeamertemplate{title page}{text}{%
+    \vspace{2.0cm}%
+    \hspace{0.3cm}%
+    \usebeamercolor[white]{title}\usebeamerfont*{title}\strut{}\inserttitle\par%
+    \hspace{0.3cm}%
+    \usebeamercolor[white]{subtitle}\usebeamerfont{subtitle}\strut{}\insertsubtitle\par%
+    \vspace{4.3cm}%
+    \hspace{0.3cm}%
+    \usebeamercolor[white]{title}\usebeamerfont*{author}\insertauthor\par%
+    \hspace{0.3cm}%
+    \usebeamercolor[white]{title}\usebeamerfont*{institute}\insertinstitute\enspace/\enspace\insertdate%
+}
+\setbeamertemplate{title page}[text]
+\pgfkeys{/beamerhelmholtzai/outer/.cd,
+    footline/.initial=empty,
+    title page/.initial=text
+}
+
+%% regular slide
+\defbeamertemplate{background}{frame}{%
+    \rfslider{hgfgreen}
+    \bottomslider{hgfblue}
+    \footerlogo
+}
+\setbeamertemplate{background}[frame]
+
+\defbeamertemplate{frametitle}{frame}{%
+    \ifx\insertframesubtitle\empty%
+        \vspace{12pt}%
+        \strut{}\insertframetitle
+    \else%
+        \insertframetitle\par%
+        \usebeamercolor[hgfblue]{framesubtitle}\usebeamerfont{framesubtitle}\strut{}\insertframesubtitle
+    \fi%
+    \par%
+    \noindent\rule[0.5\baselineskip]{\dimexpr\paperwidth-1.6cm}{0.4pt}%
+}
+\setbeamertemplate{frametitle}[frame]
+
+% maketitle definition
+\def\maketitle{%
+{%
+    \setbeamertemplate{footline}{} 
+    \setbeamertemplate{navigation symbols}{} 
+    \ifbeamer@inframe%
+        \titlepage%
+        % resetting the background does not work for inframe, since empty title theme template cannot be set after \frame{...} here
+    \else%
+        \setbeamertemplate{frame number}[invisible]%
+        \setbeamertemplate{date}[invisible]%
+        \setbeamertemplate{background canvas}[title]%
+        \setbeamertemplate{background}[title]%
+        \setbeamertemplate{title page}[title]%
+        \frame[t, noframenumbering]{\titlepage}%
+    \fi%
+}%
+    % reset background to normal slides, does not change selected theme
+    \setbeamertemplate{background canvas}[empty]
+}
+
+% section slides
+\AtBeginSection[]{
+    \begin{frame}%
+        \vspace{4.5cm}%
+        \hspace{0.3cm}%
+        \huge\textcolor{hgfdarkblue}{\textbf{\insertsectionhead}}%
+    \end{frame}%
+}
diff --git a/01Introduction/theme/beamerthemeHelmholtzAI.sty b/01Introduction/theme/beamerthemeHelmholtzAI.sty
new file mode 100644
index 0000000000000000000000000000000000000000..81a81f1d3cf83a33ae39bc102704328ba3ca83bd
--- /dev/null
+++ b/01Introduction/theme/beamerthemeHelmholtzAI.sty
@@ -0,0 +1,61 @@
+%% V0.1
+%% 2020/10/09
+%% by Markus Götz, Björn Hagemeier, James Kahn
+
+\RequirePackage{booktabs}
+\RequirePackage[T1]{fontenc}
+\RequirePackage{fontspec}
+\RequirePackage{hyperref}
+\RequirePackage[utf8x]{inputenc}
+\RequirePackage{listings}
+\RequirePackage{tikz}
+
+\usetikzlibrary{
+    calc,
+    turtle,
+    positioning
+}
+
+\usefonttheme{HelmholtzAI}
+\usecolortheme{HelmholtzAI}
+\useinnertheme{HelmholtzAI}
+\useoutertheme{HelmholtzAI}
+
+\pgfkeys{/beamerhelmholtzai/.cd, 
+    .search also={
+        /beamerhelmholtzai/inner,
+        /beamerhelmholtzai/outer,
+        /beamerhelmholtzai/color,
+        /beamerhelmholtzai/font,
+    },
+    title=regular,
+    subtitle=regular,
+    part=regular,
+    frametitle=regular,
+}
+
+\hypersetup{
+    colorlinks=true,% hyperlinks will be coloured
+    linkcolor=hgfblue,
+    urlcolor=hgfblue,
+    citecolor=hgfinformation,
+    anchorcolor=hgfblue,
+}
+
+\lstset{
+    basicstyle=\ttfamily\upshape\small,
+    breaklines=true,
+    backgroundcolor=\color{lightgray!20},
+    xleftmargin=0.3cm,
+    framexleftmargin=1em,
+    keywordstyle=\bfseries\color{hgfblue},
+    stringstyle=\color{hgfgreen},
+    commentstyle=\itshape\color{hgfinformation},
+    deletekeywords={compile},
+    escapechar=\&,
+    escapeinside={<@}{@>}
+}
+
+\newcommand{\source}[1]{%
+    \tiny\textcolor{hgfgray50}{Source: #1}
+}
diff --git a/02SoftwareStacksJobSubmissions/Makefile b/02SoftwareStacksJobSubmissions/Makefile
new file mode 100644
index 0000000000000000000000000000000000000000..2504c55b36a0bb8561f41c0642a428dd40da58b1
--- /dev/null
+++ b/02SoftwareStacksJobSubmissions/Makefile
@@ -0,0 +1,10 @@
+FILE=slides
+LC=xelatex
+
+all:
+	$(LC) -synctex=1 -interaction=nonstopmode $(FILE).tex
+	$(LC) -synctex=1 -interaction=nonstopmode $(FILE).tex
+
+clean:
+	rm $(FILE).aux $(FILE).log $(FILE).nav $(FILE).out $(FILE).pdf $(FILE).snm $(FILE).synctex.gz $(FILE).toc $(FILE).vrb
+
diff --git a/02SoftwareStacksJobSubmissions/fonts/CorporateS-Bold-Italic.otf b/02SoftwareStacksJobSubmissions/fonts/CorporateS-Bold-Italic.otf
new file mode 100644
index 0000000000000000000000000000000000000000..af22971df4df91a0c8c4aa56717d97c850c8e073
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diff --git a/02SoftwareStacksJobSubmissions/fonts/CorporateS-Bold.otf b/02SoftwareStacksJobSubmissions/fonts/CorporateS-Bold.otf
new file mode 100644
index 0000000000000000000000000000000000000000..d1effea5d9ac75be7f4ad130b21771f967aa54e7
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diff --git a/02SoftwareStacksJobSubmissions/fonts/CorporateS-Italic.otf b/02SoftwareStacksJobSubmissions/fonts/CorporateS-Italic.otf
new file mode 100644
index 0000000000000000000000000000000000000000..9a9cd8b69bdfd425bcdf0468f036c8551b68e2ff
Binary files /dev/null and b/02SoftwareStacksJobSubmissions/fonts/CorporateS-Italic.otf differ
diff --git a/02SoftwareStacksJobSubmissions/fonts/CorporateS-Regular.otf b/02SoftwareStacksJobSubmissions/fonts/CorporateS-Regular.otf
new file mode 100644
index 0000000000000000000000000000000000000000..90fbcd367f8426471b6caeb0a5be5e0d0526aed9
Binary files /dev/null and b/02SoftwareStacksJobSubmissions/fonts/CorporateS-Regular.otf differ
diff --git a/02SoftwareStacksJobSubmissions/fonts/Hermann-Bold.otf b/02SoftwareStacksJobSubmissions/fonts/Hermann-Bold.otf
new file mode 100644
index 0000000000000000000000000000000000000000..be0ccdb40b754c5c6b85576ad5631ce6903ef346
Binary files /dev/null and b/02SoftwareStacksJobSubmissions/fonts/Hermann-Bold.otf differ
diff --git a/02SoftwareStacksJobSubmissions/fonts/TexGyreCursor-Bold-Italic.otf b/02SoftwareStacksJobSubmissions/fonts/TexGyreCursor-Bold-Italic.otf
new file mode 100644
index 0000000000000000000000000000000000000000..a3c934e004ee8e43adf6e299372a9cb01acd94d5
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diff --git a/02SoftwareStacksJobSubmissions/fonts/TexGyreCursor-Bold.otf b/02SoftwareStacksJobSubmissions/fonts/TexGyreCursor-Bold.otf
new file mode 100644
index 0000000000000000000000000000000000000000..67143f3462f8cfafcbad4c262d67e9a7b86d2a58
Binary files /dev/null and b/02SoftwareStacksJobSubmissions/fonts/TexGyreCursor-Bold.otf differ
diff --git a/02SoftwareStacksJobSubmissions/fonts/TexGyreCursor-Italic.otf b/02SoftwareStacksJobSubmissions/fonts/TexGyreCursor-Italic.otf
new file mode 100644
index 0000000000000000000000000000000000000000..54a5e2745c825ab5d36726f4ea979a38fd6a7830
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diff --git a/02SoftwareStacksJobSubmissions/helmholtzai.sty b/02SoftwareStacksJobSubmissions/helmholtzai.sty
new file mode 100644
index 0000000000000000000000000000000000000000..a55465918641abc2cadba9de0a01cc37a009cf30
--- /dev/null
+++ b/02SoftwareStacksJobSubmissions/helmholtzai.sty
@@ -0,0 +1,17 @@
+%% V0.1
+%% 2020/10/09
+%% by Markus Goetz
+
+\makeatletter
+\def\beamer@calltheme#1#2#3{%
+    \def\beamer@themelist{#2}
+    \@for\beamer@themename:=\beamer@themelist\do
+    {\usepackage[{#1}]{\beamer@themelocation/#3\beamer@themename}}}
+
+\def\usefolder#1{
+    \def\beamer@themelocation{#1}
+}
+\def\beamer@themelocation{}
+
+\usefolder{theme}
+\usetheme{HelmholtzAI}
diff --git a/02SoftwareStacksJobSubmissions/images/modules1.PNG b/02SoftwareStacksJobSubmissions/images/modules1.PNG
new file mode 100644
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diff --git a/02SoftwareStacksJobSubmissions/logos/hgf_earth_and_environment.jpg b/02SoftwareStacksJobSubmissions/logos/hgf_earth_and_environment.jpg
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diff --git a/02SoftwareStacksJobSubmissions/logos/hgf_energy.jpg b/02SoftwareStacksJobSubmissions/logos/hgf_energy.jpg
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diff --git a/02SoftwareStacksJobSubmissions/logos/hgf_matter.png b/02SoftwareStacksJobSubmissions/logos/hgf_matter.png
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diff --git a/02SoftwareStacksJobSubmissions/slides.tex b/02SoftwareStacksJobSubmissions/slides.tex
new file mode 100644
index 0000000000000000000000000000000000000000..ad195514af03391f6375f26e746bd09ed9ebd7e1
--- /dev/null
+++ b/02SoftwareStacksJobSubmissions/slides.tex
@@ -0,0 +1,152 @@
+%% V0.1
+%% 2020/10/09
+%% by Markus Götz, Björn Hagemeier, James Kahn
+
+\documentclass[aspectratio=1610]{beamer}
+\usepackage{helmholtzai}
+
+\usepackage{calc}
+\usepackage[fixed]{fontawesome5}
+
+\usetikzlibrary{
+    arrows,
+    calc,
+    positioning,
+    shapes
+}
+
+\title{HAICORE}
+\subtitle{Software Stacks and Job Submissions}
+\author{Markus Götz and Stefan Kesselheim}
+\date{2021-04-07}
+\institute{KIT-SCC and FZJ-JSC}
+
+\begin{document}
+
+\maketitle
+
+\begin{frame}
+    \frametitle{Getting Started on HAICORE}
+    \framesubtitle{Timetable}
+    \begin{table}
+        \begin{tabular}{|lll|} \hline
+            Day & Time        & Title                                                                               \\ \hline
+            1   & 9:00-9:45   & Introduction                                                                        \\ 
+                & 9:45-11:00 &  Tutorial 1: First Steps on HAICORE                                      \\ 
+                & 11:00-11:30 & Software Stacks and Job Submissions                              \\ 
+                & 11:30-12:30 & Tutorial 2: Running a first training                                                \\ \hline
+            2   & 9:00-12:30  & Bring your own code \\ \hline
+           \end{tabular}
+    \end{table}
+    
+\end{frame}
+
+\begin{frame}{Module System}
+    All kind of software is already installed in modules.\\
+    
+    \begin{center}
+    \includegraphics[width=0.35\textwidth]{images/modules1.PNG}
+        
+    \end{center}
+    
+    
+    \url{https://apps.fz-juelich.de/jsc/llview/juwels_modules_booster/}    
+    \end{frame}
+    
+    \begin{frame}{Module System}
+    
+    \begin{columns}
+    \begin{column}{0.49\textwidth}
+    Commands
+     \begin{itemize}
+         \item \texttt{module avail}
+         \item \texttt{module purge \# unload everything}
+         \item \texttt{module load}
+         \item \texttt{module spider}
+     \end{itemize}
+     \end{column}
+    
+    \begin{column}{0.5\textwidth}
+    \texttt{module avail}
+    \includegraphics[width=\textwidth]{images/modules.PNG}
+    
+    
+     \end{column}
+     
+     \end{columns}
+     \texttt{module spider nano} \\
+    \includegraphics[width=0.7\textwidth]{images/nano.PNG} \\
+    \texttt{module load nano}\\
+    \vspace{0.3cm}
+    
+\end{frame}
+
+
+    \begin{frame}[fragile]{Your own environment (FZJ)}
+        \begin{enumerate}
+            \item Clone repo into directory with the \textbf{environment name}:
+        
+        \begin{lstlisting}[language=bash]
+        git clone https://gitlab.version.fz-juelich.de/kesselheim1/sc_venv_template ./my_env
+        \end{lstlisting}    
+        \item Edit \texttt{modules.sh} and \texttt{requirements.txt}.
+        \item Create the virtual environment:
+         \begin{lstlisting}[language=bash]
+            cd my_env
+            ./setup.sh
+         \end{lstlisting}    
+        \item Create the corresponding Jupyter Kernel:
+        \begin{lstlisting}[language=bash]
+            ./create_kernel.sh    # Might need logout from Jupyter-JSC
+         \end{lstlisting}    
+         \item Activate environment: \\
+         \includegraphics[width=0.5\textwidth]{images/my_env.png}
+        \end{enumerate}
+    \end{frame}
+
+
+
+\begin{frame}{Supercomputer Usage Model}
+    \begin{itemize}
+        \item Using the the supercomputer means submitting a job to a batch system.
+        \item Job scheduling  according  to  priorities.  The  jobs  with  the  highest  priorities  will  be scheduled next.
+        \item FZJ: No node-sharing. The smallest allocation for jobs is one compute node (4 GPUs).
+        \item FZJ: Compute time allocation is based on compute projects. For every compute job, a compute project pays.
+        \item KIT (HAICORE): Usage is restricted to a partition of the machines.
+        \item Only relatively short job runs (24h) are allowed. Please implement checkpointing (or make your code fast enough).
+        \item Solution for long-running tasks: Job arrays.
+    \end{itemize} 
+    \vspace{0.5cm}
+    FZJ: Query Project quotas: \\
+    \texttt{jutil project show --project jucha} \\
+    \texttt{q\_cpuquota}
+\end{frame}
+
+
+\begin{frame}[fragile]{Slurm I: Example submission script}
+    \begin{lstlisting}[language=bash]
+#!/bin/bash
+#SBATCH --nodes=1                # How many nodes?
+#SBATCH -A hai_training2101      # Who pays for it?
+#SBATCH --partition booster      # Where does the code run?
+#SBATCH --gres gpu               # Required for legacy reasons
+#SBATCH --time=00:15:00          # How long?
+#SBATCH -o output.txt
+#SBATCH -e error.txt
+
+source /p/project/hai_training2101/example_environment/activate.sh
+cd /p/project/hai_training2101/${USER}
+srun --ntasks-per-node=4 python my_script.py
+\end{lstlisting}
+\vspace{1cm}
+\texttt{sbatch my\_script.sh}
+\end{frame}
+
+\begin{frame}[fragile]{Slurm II: Key commands}
+\end{frame}
+
+
+
+
+
+\end{document}
diff --git a/02SoftwareStacksJobSubmissions/slides.vrb b/02SoftwareStacksJobSubmissions/slides.vrb
new file mode 100644
index 0000000000000000000000000000000000000000..a6d71bf061f8e9f665abd775df8aac2c2a89a3eb
--- /dev/null
+++ b/02SoftwareStacksJobSubmissions/slides.vrb
@@ -0,0 +1 @@
+\frametitle{Slurm II: Key commands}
diff --git a/02SoftwareStacksJobSubmissions/theme/beamercolorthemeHelmholtzAI.sty b/02SoftwareStacksJobSubmissions/theme/beamercolorthemeHelmholtzAI.sty
new file mode 100644
index 0000000000000000000000000000000000000000..810de62100110008bb8dd9ff392fea56d21b078a
--- /dev/null
+++ b/02SoftwareStacksJobSubmissions/theme/beamercolorthemeHelmholtzAI.sty
@@ -0,0 +1,202 @@
+%% V0.1
+%% 2020/10/09
+%% by Markus Götz, Björn Hagemeier, James Kahn
+
+\RequirePackage{xcolor}
+
+% Helmholtz blue
+\definecolor{hgfblue}{RGB}{0, 90, 160}
+\colorlet{hgfblue10}{hgfblue!10!white}
+\colorlet{hgfblue20}{hgfblue!20!white}
+\colorlet{hgfblue30}{hgfblue!30!white}
+\colorlet{hgfblue40}{hgfblue!40!white}
+\colorlet{hgfblue50}{hgfblue!50!white}
+\colorlet{hgfblue60}{hgfblue!60!white}
+\colorlet{hgfblue70}{hgfblue!70!white}
+\colorlet{hgfblue80}{hgfblue!80!white}
+\colorlet{hgfblue90}{hgfblue!90!white}
+
+% Helmholtz darkblue
+\definecolor{hgfdarkblue}{RGB}{10, 45, 110}
+\colorlet{hgfdarkblue10}{hgfdarkblue!10!white}
+\colorlet{hgfdarkblue20}{hgfdarkblue!20!white}
+\colorlet{hgfdarkblue30}{hgfdarkblue!30!white}
+\colorlet{hgfdarkblue40}{hgfdarkblue!40!white}
+\colorlet{hgfdarkblue50}{hgfdarkblue!50!white}
+\colorlet{hgfdarkblue60}{hgfdarkblue!60!white}
+\colorlet{hgfdarkblue70}{hgfdarkblue!70!white}
+\colorlet{hgfdarkblue80}{hgfdarkblue!80!white}
+\colorlet{hgfdarkblue90}{hgfdarkblue!90!white}
+
+% Helmholtz green
+\definecolor{hgfgreen}{RGB}{140, 180, 35}
+\colorlet{hgfgreen10}{hgfgreen!10!white}
+\colorlet{hgfgreen20}{hgfgreen!20!white}
+\colorlet{hgfgreen30}{hgfgreen!30!white}
+\colorlet{hgfgreen40}{hgfgreen!40!white}
+\colorlet{hgfgreen50}{hgfgreen!50!white}
+\colorlet{hgfgreen60}{hgfgreen!60!white}
+\colorlet{hgfgreen70}{hgfgreen!70!white}
+\colorlet{hgfgreen80}{hgfgreen!80!white}
+\colorlet{hgfgreen90}{hgfgreen!90!white}
+
+% Helmholtz gray
+\definecolor{hgfgray}{RGB}{90, 105, 110}
+\colorlet{hgfgray10}{hgfgray!10!white}
+\colorlet{hgfgray20}{hgfgray!20!white}
+\colorlet{hgfgray30}{hgfgray!30!white}
+\colorlet{hgfgray40}{hgfgray!40!white}
+\colorlet{hgfgray50}{hgfgray!50!white}
+\colorlet{hgfgray60}{hgfgray!60!white}
+\colorlet{hgfgray70}{hgfgray!70!white}
+\colorlet{hgfgray80}{hgfgray!80!white}
+\colorlet{hgfgray90}{hgfgray!90!white}
+
+% RF aeronautics, space and transport
+\definecolor{hgfaerospace}{RGB}{80, 200, 170}
+\definecolor{hgfast}{named}{hgfaerospace}
+
+\colorlet{hgfaerospace10}{hgfaerospace!10!white}
+\colorlet{hgfaerospace20}{hgfaerospace!20!white}
+\colorlet{hgfaerospace30}{hgfaerospace!30!white}
+\colorlet{hgfaerospace40}{hgfaerospace!40!white}
+\colorlet{hgfaerospace50}{hgfaerospace!50!white}
+\colorlet{hgfaerospace60}{hgfaerospace!60!white}
+\colorlet{hgfaerospace70}{hgfaerospace!70!white}
+\colorlet{hgfaerospace80}{hgfaerospace!80!white}
+\colorlet{hgfaerospace90}{hgfaerospace!90!white}
+
+\colorlet{hgfast10}{hgfast!10!white}
+\colorlet{hgfast20}{hgfast!20!white}
+\colorlet{hgfast30}{hgfast!30!white}
+\colorlet{hgfast40}{hgfast!40!white}
+\colorlet{hgfast50}{hgfast!50!white}
+\colorlet{hgfast60}{hgfast!60!white}
+\colorlet{hgfast70}{hgfast!70!white}
+\colorlet{hgfast80}{hgfast!80!white}
+\colorlet{hgfast90}{hgfast!90!white}
+
+% RF earth and environment
+\definecolor{hgfearthandenvironment}{RGB}{50, 100, 105}
+\definecolor{hgfee}{named}{hgfearthandenvironment}
+
+\colorlet{hgfearthandenvironment10}{hgfearthandenvironment!10!white}
+\colorlet{hgfearthandenvironment20}{hgfearthandenvironment!20!white}
+\colorlet{hgfearthandenvironment30}{hgfearthandenvironment!30!white}
+\colorlet{hgfearthandenvironment40}{hgfearthandenvironment!40!white}
+\colorlet{hgfearthandenvironment50}{hgfearthandenvironment!50!white}
+\colorlet{hgfearthandenvironment60}{hgfearthandenvironment!60!white}
+\colorlet{hgfearthandenvironment70}{hgfearthandenvironment!70!white}
+\colorlet{hgfearthandenvironment80}{hgfearthandenvironment!80!white}
+\colorlet{hgfearthandenvironment90}{hgfearthandenvironment!90!white}
+
+\colorlet{hgfee10}{hgfee!10!white}
+\colorlet{hgfee20}{hgfee!20!white}
+\colorlet{hgfee30}{hgfee!30!white}
+\colorlet{hgfee40}{hgfee!40!white}
+\colorlet{hgfee50}{hgfee!50!white}
+\colorlet{hgfee60}{hgfee!60!white}
+\colorlet{hgfee70}{hgfee!70!white}
+\colorlet{hgfee80}{hgfee!80!white}
+\colorlet{hgfee90}{hgfee!90!white}
+
+% RF energy
+\definecolor{hgfenergy}{RGB}{255, 210, 40}
+
+\colorlet{hgfenergy10}{hgfenergy!10!white}
+\colorlet{hgfenergy20}{hgfenergy!20!white}
+\colorlet{hgfenergy30}{hgfenergy!30!white}
+\colorlet{hgfenergy40}{hgfenergy!40!white}
+\colorlet{hgfenergy50}{hgfenergy!50!white}
+\colorlet{hgfenergy60}{hgfenergy!60!white}
+\colorlet{hgfenergy70}{hgfenergy!70!white}
+\colorlet{hgfenergy80}{hgfenergy!80!white}
+\colorlet{hgfenergy90}{hgfenergy!90!white}
+
+% RF health
+\definecolor{hgfhealth}{RGB}{210, 50, 100}
+
+\colorlet{hgfhealth10}{hgfhealth!10!white}
+\colorlet{hgfhealth20}{hgfhealth!20!white}
+\colorlet{hgfhealth30}{hgfhealth!30!white}
+\colorlet{hgfhealth40}{hgfhealth!40!white}
+\colorlet{hgfhealth50}{hgfhealth!50!white}
+\colorlet{hgfhealth60}{hgfhealth!60!white}
+\colorlet{hgfhealth70}{hgfhealth!70!white}
+\colorlet{hgfhealth80}{hgfhealth!80!white}
+\colorlet{hgfhealth90}{hgfhealth!90!white}
+
+% RF key technologies
+\definecolor{hgfkeytechnologies}{RGB}{160, 35, 90}
+\definecolor{hgfkt}{named}{hgfkeytechnologies}
+\definecolor{hgfinformation}{named}{hgfkeytechnologies}
+
+\colorlet{hgfkeytechnologies10}{hgfkeytechnologies!10!white}
+\colorlet{hgfkeytechnologies20}{hgfkeytechnologies!20!white}
+\colorlet{hgfkeytechnologies30}{hgfkeytechnologies!30!white}
+\colorlet{hgfkeytechnologies40}{hgfkeytechnologies!40!white}
+\colorlet{hgfkeytechnologies50}{hgfkeytechnologies!50!white}
+\colorlet{hgfkeytechnologies60}{hgfkeytechnologies!60!white}
+\colorlet{hgfkeytechnologies70}{hgfkeytechnologies!70!white}
+\colorlet{hgfkeytechnologies80}{hgfkeytechnologies!80!white}
+\colorlet{hgfkeytechnologies90}{hgfkeytechnologies!90!white}
+
+\colorlet{hgfkt10}{hgfkt!10!white}
+\colorlet{hgfkt20}{hgfkt!20!white}
+\colorlet{hgfkt30}{hgfkt!30!white}
+\colorlet{hgfkt40}{hgfkt!40!white}
+\colorlet{hgfkt50}{hgfkt!50!white}
+\colorlet{hgfkt60}{hgfkt!60!white}
+\colorlet{hgfkt70}{hgfkt!70!white}
+\colorlet{hgfkt80}{hgfkt!80!white}
+\colorlet{hgfkt90}{hgfkt!90!white}
+
+\colorlet{hgfinformation10}{hgfinformation!10!white}
+\colorlet{hgfinformation20}{hgfinformation!20!white}
+\colorlet{hgfinformation30}{hgfinformation!30!white}
+\colorlet{hgfinformation40}{hgfinformation!40!white}
+\colorlet{hgfinformation50}{hgfinformation!50!white}
+\colorlet{hgfinformation60}{hgfinformation!60!white}
+\colorlet{hgfinformation70}{hgfinformation!70!white}
+\colorlet{hgfinformation80}{hgfinformation!80!white}
+\colorlet{hgfinformation90}{hgfinformation!90!white}
+
+% RF matter
+\definecolor{hgfmatter}{RGB}{240, 120, 30}
+
+\colorlet{hgfmatter10}{hgfmatter!10!white}
+\colorlet{hgfmatter20}{hgfmatter!20!white}
+\colorlet{hgfmatter30}{hgfmatter!30!white}
+\colorlet{hgfmatter40}{hgfmatter!40!white}
+\colorlet{hgfmatter50}{hgfmatter!50!white}
+\colorlet{hgfmatter60}{hgfmatter!60!white}
+\colorlet{hgfmatter70}{hgfmatter!70!white}
+\colorlet{hgfmatter80}{hgfmatter!80!white}
+\colorlet{hgfmatter90}{hgfmatter!90!white}
+
+\mode<presentation>
+
+% beamer color definitions
+\setbeamercolor{structure}{fg=hgfdarkblue, bg=}
+\setbeamercolor{palette primary}{use=structure, fg=hgfdarkblue, bg=}
+
+\setbeamercolor{item}{fg=hgfgreen}
+\setbeamercolor{item projected}{fg=hgfgreen}
+
+\setbeamercolor{enumerate item}{fg=black, bg=}
+\setbeamercolor{enumerate subitem}{fg=black, bg=}
+\setbeamercolor{enumerate subsubitem}{fg=black, bg=}
+
+\setbeamercolor{title}{fg=white,bg=}
+\setbeamercolor{subtitle}{fg=white,bg=}
+\setbeamercolor{author}{fg=white,bg=}
+\setbeamercolor{date}{fg=white,bg=}
+
+\setbeamercolor{block title}{bg=hgfblue80,fg=white}
+\setbeamercolor{block body}{bg=hgfblue40}
+
+\setbeamercolor{block title example}{bg=hgfgray60,fg=white}
+\setbeamercolor{block body example}{bg=hgfgray30}
+
+\setbeamercolor{block title alerted}{bg=hgfinformation80,fg=white}
+\setbeamercolor{block body alerted}{bg=hgfinformation40}
diff --git a/02SoftwareStacksJobSubmissions/theme/beamerfontthemeHelmholtzAI.sty b/02SoftwareStacksJobSubmissions/theme/beamerfontthemeHelmholtzAI.sty
new file mode 100644
index 0000000000000000000000000000000000000000..ae734544a33e5b12093a861dd230ccd4ea97d0fc
--- /dev/null
+++ b/02SoftwareStacksJobSubmissions/theme/beamerfontthemeHelmholtzAI.sty
@@ -0,0 +1,203 @@
+%% V0.1
+%% 2020/10/09
+%% by Markus Götz, Björn Hagemeier, James Kahn
+
+% font selection
+\setmainfont[
+    Path=fonts/,
+    BoldFont=CorporateS-Bold.otf,
+    ItalicFont=CorporateS-Italic.otf,
+    BoldItalicFont=CorporateS-Bold-Italic.otf,
+]{CorporateS-Regular.otf}
+\setsansfont[
+    Path=fonts/,
+    BoldFont=CorporateS-Bold.otf,
+    ItalicFont=CorporateS-Italic.otf,
+    BoldItalicFont=CorporateS-Bold-Italic.otf,
+]{CorporateS-Regular.otf}
+\setmonofont[
+    Path=fonts/,
+    BoldFont=TexGyreCursor-Bold.otf,
+    ItalicFont=TexGyreCursor-Italic.otf,
+    BoldItalicFont=TexGyreCursor-Bold-Italic.otf,
+]{TexGyreCursor-Regular.otf}
+
+\newfontfamily\hermannboldfont[Path=fonts/]{Hermann-Bold.otf}
+\newcommand{\hermann}[1]{{\hermannboldfont #1}}
+
+\mode<presentation>
+
+\setbeamerfont{title}{size*={15pt}{16pt},series=\bfseries} % 32pt, baselineskip 36pt%
+
+\setbeamerfont{subtitle short}{size*={11pt}{12pt},series=\mdseries}  % 30pt, baselineskip 36pt
+\setbeamerfont{subtitle long}{size*={9pt}{9pt},series=\mdseries}  % 18pt, baselineskip 22pt
+\setbeamerfont*{subtitle}{parent=subtitle long} % reset font (*) and use parent font size
+\setbeamerfont*{subtitle}{parent=subtitle short} % deault subline style to short UPPERCASE s p a c e d text
+
+%\setbeamerfont{normal text}{size*={8pt}{9pt}} % 14pt, baselineskip 18pt
+\setbeamerfont{footline}{size*={6pt}{7pt}}
+
+%\setbeamerfont{frametitle}{size*={16pt}{16pt},series=\bfseries} %30pt, baselineskip 36pt
+\setbeamerfont{framesubtitle}{size*={10pt}{11pt},series=\mdseries} % 18pt, baselineskip 22pt
+
+% fonts for special text fields
+\setbeamerfont{caption}{size=\small}
+\setbeamerfont{caption name}{parent={structure, caption}}
+
+\setbeamerfont{date}{size*={10pt}{10pt}}
+
+\setbeamerfont{footline}{parent={tiny structure}}
+
+\setbeamerfont{headline}{parent={tiny structure}}
+
+\setbeamerfont{institute}{size=\footnotesize, series=\itshape}
+\setbeamerfont{navigation symbols}{size*={7pt}{8pt}}
+
+\setbeamerfont{section in toc}{parent=structure}
+\setbeamerfont{section in toc shaded}{parent=section in toc}
+
+% items
+\setbeamerfont{item}{parent=structure}
+\setbeamerfont{subitem}{parent=item}
+\setbeamerfont{subsubitem}{parent=subitem}
+
+\setbeamerfont{item projected}{size=\tiny, parent={item, projected text}}
+\setbeamerfont{subitem projected}{parent=item projected}
+\setbeamerfont{subsubitem projected}{parent=subitem projected}
+
+\setbeamerfont{description item}{parent=item}
+
+\setbeamerfont{enumerate item}{parent=item}
+\setbeamerfont{enumerate subitem}{parent=subitem}
+\setbeamerfont{enumerate subsubitem}{parent=subsubitem}
+
+\setbeamerfont{itemize/enumerate body}{}
+\setbeamerfont{itemize/enumerate subbody}{size=\small}
+\setbeamerfont{itemize/enumerate subsubbody}{size=\footnotesize}
+
+\setbeamerfont{itemize item}{parent=item}
+\setbeamerfont{itemize subitem}{parent=subitem}
+\setbeamerfont{itemize subsubitem}{parent=subsubitem}
+
+\makeatletter
+
+% automatic spacing and font sizes for long titles
+%% define options for letter spacing
+\providecommand{\emptydummyb}[1]{} % eats argument of \uppercase() and and \addfontfeature{}
+\providecommand{\emptydummya}[2][]{#2}{} % eats optional argument of textls and forwards #2 argument
+\providecommand{\addfontfeature}[1]{} % defined only if latex or pdflatex is used
+\providecommand{\textls}[2][]{#2}{} % defined only if microtype is loaded
+
+% new command definitions we will be using later on
+\def\beamerhelmholtzai@titleformat#1{#1}
+\def\beamerhelmholtzai@subtitleformat#1{#1}
+\def\beamerhelmholtzai@partformat#1{#1}
+\def\beamerhelmholtzai@frametitleformat#1{#1}
+
+%% title font size
+\pgfkeys{
+    /beamerhelmholtzai/font/title/.cd,
+    .is choice,
+    .default=regular,
+    regular/.code={%
+        \let\beamerhelmholtzai@titleformatcaps\emptydummya%
+        \let\beamerhelmholtzai@titleformatspacinga\emptydummya%
+        \let\beamerhelmholtzai@titleformatspacingb\emptydummyb%
+    },
+    allcaps/.code={%
+        \let\beamerhelmholtzai@titleformatcaps\MakeTextUppercase%
+        \let\beamerhelmholtzai@titleformatspacinga\emptydummya%
+        \let\beamerhelmholtzai@titleformatspacingb\emptydummyb%
+    },
+}
+
+%% subtitle font size
+\pgfkeys{
+    /beamerhelmholtzai/font/subtitle/.cd,
+    .is choice,
+    .default=allcaps,
+    regular/.code={%
+        \let\beamerhelmholtzai@subtitleformatcaps\emptydummya%
+        \let\beamerhelmholtzai@subtitleformatspacinga\emptydummya%
+        \let\beamerhelmholtzai@subtitleformatspacingb\emptydummyb%
+        \setbeamerfont{subtitle long}{size*={9pt}{11pt},series=\bfseries}  % 18pt, baselineskip 22pt
+    },
+    allcaps/.code={%
+        \let\beamerhelmholtzai@subtitleformatcaps\MakeTextUppercase%
+        \let\beamerhelmholtzai@subtitleformatspacinga\emptydummya%
+        \let\beamerhelmholtzai@subtitleformatspacingb\emptydummyb%
+        \setbeamerfont{title}{size*={16pt}{16pt},series=\bfseries} % 30pt, baselineskip 36pt%
+    },
+}
+
+%% regular slides
+\pgfkeys{
+    /beamerhelmholtzai/font/frametitle/.cd,
+    .is choice,
+    .default=allcaps,
+    regular/.code={%
+        \let\beamerhelmholtzai@frametitleformatcaps\emptydummya%
+        \let\beamerhelmholtzai@frametitleformatspacinga\emptydummya%
+        \let\beamerhelmholtzai@frametitleformatspacingb\emptydummyb%
+        \setbeamerfont{frametitle}{size*={14pt}{18pt},series=\bfseries} % 32pt, baselineskip 36pt%
+    },
+    allcaps/.code={%
+        \let\beamerhelmholtzai@frametitleformatcaps\MakeTextUppercase%
+        \let\beamerhelmholtzai@frametitleformatspacinga\emptydummya%
+        \let\beamerhelmholtzai@frametitleformatspacingb\emptydummyb%
+        \setbeamerfont{frametitle}{size*={14pt}{18pt},series=\bfseries} % 32pt, baselineskip 36pt%
+    },
+}
+
+%% parts
+\pgfkeys{
+    /beamerhelmholtzai/font/part/.cd,
+    .is choice,
+    .default=allcaps,
+    regular/.code={%
+        \let\beamerhelmholtzai@partformatcaps\emptydummya%
+        \let\beamerhelmholtzai@partformatspacinga\emptydummya%
+        \let\beamerhelmholtzai@partformatspacingb\emptydummyb%
+        \setbeamerfont{part}{size*={16pt}{18pt},series=\bfseries} % 30pt, baselineskip 36pt%
+    },
+    allcaps/.code={%
+        \let\beamerhelmholtzai@partformatcaps\MakeTextUppercase%
+        \let\beamerhelmholtzai@partformatspacinga\emptydummya%
+        \let\beamerhelmholtzai@partformatspacingb\emptydummyb%
+        \setbeamerfont{part}{size*={16pt}{18pt},series=\bfseries} % 30pt, baselineskip 36pt%
+    },
+}
+
+% redefine beamer title, subtitle, part and frametitle command
+\patchcmd{\beamer@title}%
+    {\def\inserttitle{#2}}%
+    {\protected\def\inserttitle{{\beamerhelmholtzai@titleformatspacingb{LetterSpace=15.0}\beamerhelmholtzai@titleformatcaps{\beamerhelmholtzai@titleformatspacinga[120]{#2}}}}}%
+    {}%
+    {\PackageError{beamerhelmholtzai}{Patching original title failed}\@ehc}
+\patchcmd{\beamer@subtitle}%
+    {\def\insertsubtitle{#2}}%
+    {\protected\def\insertsubtitle{{\beamerhelmholtzai@subtitleformatspacingb{LetterSpace=15.0}\beamerhelmholtzai@subtitleformatcaps{\beamerhelmholtzai@subtitleformatspacinga[120]{#2}}}}}%
+    {}%
+    {\PackageError{beamerhelmholtzai}{Patching original subtitle failed}\@ehc}
+\patchcmd{\beamer@part}%
+    {\def\insertpart{\expandafter\hyperlink\partlink}}%
+    {\def\insertpart{{\beamerhelmholtzai@partformatspacingb{LetterSpace=15.0}\beamerhelmholtzai@partformatcaps{\beamerhelmholtzai@partformatspacinga[120]{\expandafter\hyperlink\partlink}}}}}%
+    {}%
+    {\PackageError{beamerhelmholtzai}{Patching original part failed}\@ehc}
+\patchcmd{\beamer@@frametitle}
+    {{%
+        \gdef\insertframetitle{{#2\ifnum\beamer@autobreakcount>0\relax{}\space%
+        \usebeamertemplate*{frametitle continuation}\fi}}%
+        \gdef\beamer@frametitle{#2}%
+        \gdef\beamer@shortframetitle{#1}%
+    }}
+    {{%
+        \gdef\insertframetitle{{\beamerhelmholtzai@frametitleformatcaps{#2}\ifnum%
+        \beamer@autobreakcount>0\relax{}\space%
+        \usebeamertemplate*{frametitle continuation}\fi}}%
+        \gdef\beamer@frametitle{#2}%
+        \gdef\beamer@shortframetitle{#1}%
+    }}
+    {}
+    {\PackageError{beamerhelmholtzai}{Patching original frame title failed}\@ehc}
+\makeatother
diff --git a/02SoftwareStacksJobSubmissions/theme/beamerinnerthemeHelmholtzAI.sty b/02SoftwareStacksJobSubmissions/theme/beamerinnerthemeHelmholtzAI.sty
new file mode 100644
index 0000000000000000000000000000000000000000..b7d908774e16e2c65c5a192f95295663db7f4e79
--- /dev/null
+++ b/02SoftwareStacksJobSubmissions/theme/beamerinnerthemeHelmholtzAI.sty
@@ -0,0 +1,7 @@
+%% V0.1
+%% 2020/10/09
+%% by Markus Götz, Björn Hagemeier, James Kahn
+
+\setbeamertemplate{itemize item}{\rule[1pt]{6pt}{6pt}}
+\setbeamertemplate{itemize subitem}{\rule[1pt]{4pt}{4pt}}
+\setbeamertemplate{itemize subsubitem}{\rule[1pt]{3pt}{3pt}}
diff --git a/02SoftwareStacksJobSubmissions/theme/beamerouterthemeHelmholtzAI.sty b/02SoftwareStacksJobSubmissions/theme/beamerouterthemeHelmholtzAI.sty
new file mode 100644
index 0000000000000000000000000000000000000000..405e7ce299da28a57809ced18b49e5e9cafa704e
--- /dev/null
+++ b/02SoftwareStacksJobSubmissions/theme/beamerouterthemeHelmholtzAI.sty
@@ -0,0 +1,205 @@
+%% V0.1
+%% 2020/10/09
+%% by Markus Götz, Björn Hagemeier, James Kahn
+
+% slide geometry
+\setbeamersize{%
+    text margin left=0.8cm,
+    text margin right=0.8cm,
+    sidebar width left=0cm,
+    sidebar width right=0cm,
+    mini frame size=0cm,
+    mini frame offset=0cm
+}
+
+% background canvas
+%% title
+\defbeamertemplate{background canvas}{title}{%
+    \includegraphics[width=\paperwidth, height=\paperheight]{logos/helmholtzai.jpg}
+}
+
+%% regular
+\defbeamertemplate{background canvas}{empty}{}
+\pgfkeys{/beamerhgf/outer/.cd,
+    background canvas/.initial=empty
+}
+
+% HGF slider bars
+%% top
+\newcommand{\topslider}[1]{%
+    \begin{tikzpicture}[overlay, remember picture]
+        \draw [fill=#1, draw=none, rounded corners=2pt] (current page.north east)
+        [turtle={
+            lt, forward=1.1\paperwidth, 
+            lt, forward=.19\paperheight, 
+            lt, forward=.47\paperwidth, 
+            left=45, forward=1.5ex,
+            right=45, forward=.63\paperwidth, 
+            home
+        }];
+    \end{tikzpicture}
+}
+
+%% bottom
+\newcommand{\bottomslider}[1]{%
+    \begin{tikzpicture}[overlay, remember picture]
+        \draw [fill=#1, draw=none, rounded corners=2pt] (current page.south east)
+        [turtle={
+            lt, fd=1.1\paperwidth, 
+            rt, fd=0.025\paperheight, 
+            rt, fd=.8375\paperwidth, 
+            lt=45, fd=1.5ex, 
+            rt=45, fd=.25\paperwidth, 
+            home
+        }];
+    \end{tikzpicture}
+}
+
+%% left
+\newcommand{\leftslider}[1]{%
+    \begin{tikzpicture}[overlay, remember picture]
+        \draw [fill=#1, draw=none, rounded corners=2pt] (current page.south west)
+        [turtle={
+            fd=.05\paperheight, rt, 
+            fd=.15\paperwidth, rt=45, 
+            fd=4.5ex, rt=135, 
+            fd=.15\paperwidth, 
+            home
+        }];
+    \end{tikzpicture}
+}
+
+%% research field
+\newcommand{\rfslider}[1]{%
+    \begin{tikzpicture}[overlay, remember picture]
+        \draw [fill=#1, draw=none, rounded corners=2pt] (current page.south east) ++ (-.25\paperwidth, .042\paperheight)
+        [turtle={
+            lt, fd=.13\paperwidth, 
+            lt=45, fd=1.5ex, 
+            lt=135, fd=.13\paperwidth, 
+            home
+        }];
+    \end{tikzpicture}
+}
+
+% banner
+\newcommand{\banner}{%
+    \begin{tikzpicture}[overlay, remember picture]
+        \node[anchor=north west, xshift=0.8cm, yshift=-0.6cm] at (current page.north west) {
+            \includegraphics[scale=0.45]{logos/helmholtzai_logo_2_lines.eps}
+        };
+    \end{tikzpicture}
+}
+
+% footer logo
+\newcommand{\footerlogo}{%
+    \begin{tikzpicture}[overlay, remember picture]
+        \node[anchor=south east, xshift=-1.8cm, yshift=0.0cm] at (current page.south east) {
+            \includegraphics[scale=0.25]{logos/helmholtzai_logo_2_lines_inverted.eps}
+        };
+    \end{tikzpicture}
+}
+
+% url
+\newcommand{\helmholtzaiurl}{%
+    \begin{tikzpicture}[overlay, remember picture]
+        \node[anchor=south east, text=hgfblue] at (current page.south east) {\tiny www.helmholtz.ai};
+    \end{tikzpicture}
+}
+
+% slide layout
+%% general
+\defbeamertemplate{headline}{empty}{}
+\setbeamertemplate{footline}{%
+    \begin{beamercolorbox}[wd=\paperwidth,ht=2.2cm]{}
+    \end{beamercolorbox}
+    \hspace{0.8cm}
+    \usebeamercolor[fg]{title}\insertauthor\enspace\vrule width0.3pt\enspace\inserttitle%
+    \vspace{0.06cm}
+}
+\setbeamertemplate{navigation symbols}{%
+    \begin{beamercolorbox}[wd=\paperwidth,ht=\dimexpr\paperheight-6pt]{}
+    \end{beamercolorbox}
+    \usebeamercolor[fg]{title}\usebeamerfont*{navigation symbols}\insertframenumber/\inserttotalframenumber
+}
+\setbeamertemplate{section in toc}{%
+    \inserttocsectionnumber.~\inserttocsection
+}
+
+%% title
+\defbeamertemplate{background}{title}{%
+    \topslider{white}
+    \banner
+    \rfslider{hgfgreen}
+    \bottomslider{white}
+    \leftslider{hgfdarkblue}
+    \helmholtzaiurl
+}
+\defbeamertemplate{title page}{text}{%
+    \vspace{2.0cm}%
+    \hspace{0.3cm}%
+    \usebeamercolor[white]{title}\usebeamerfont*{title}\strut{}\inserttitle\par%
+    \hspace{0.3cm}%
+    \usebeamercolor[white]{subtitle}\usebeamerfont{subtitle}\strut{}\insertsubtitle\par%
+    \vspace{4.3cm}%
+    \hspace{0.3cm}%
+    \usebeamercolor[white]{title}\usebeamerfont*{author}\insertauthor\par%
+    \hspace{0.3cm}%
+    \usebeamercolor[white]{title}\usebeamerfont*{institute}\insertinstitute\enspace/\enspace\insertdate%
+}
+\setbeamertemplate{title page}[text]
+\pgfkeys{/beamerhelmholtzai/outer/.cd,
+    footline/.initial=empty,
+    title page/.initial=text
+}
+
+%% regular slide
+\defbeamertemplate{background}{frame}{%
+    \rfslider{hgfgreen}
+    \bottomslider{hgfblue}
+    \footerlogo
+}
+\setbeamertemplate{background}[frame]
+
+\defbeamertemplate{frametitle}{frame}{%
+    \ifx\insertframesubtitle\empty%
+        \vspace{12pt}%
+        \strut{}\insertframetitle
+    \else%
+        \insertframetitle\par%
+        \usebeamercolor[hgfblue]{framesubtitle}\usebeamerfont{framesubtitle}\strut{}\insertframesubtitle
+    \fi%
+    \par%
+    \noindent\rule[0.5\baselineskip]{\dimexpr\paperwidth-1.6cm}{0.4pt}%
+}
+\setbeamertemplate{frametitle}[frame]
+
+% maketitle definition
+\def\maketitle{%
+{%
+    \setbeamertemplate{footline}{} 
+    \setbeamertemplate{navigation symbols}{} 
+    \ifbeamer@inframe%
+        \titlepage%
+        % resetting the background does not work for inframe, since empty title theme template cannot be set after \frame{...} here
+    \else%
+        \setbeamertemplate{frame number}[invisible]%
+        \setbeamertemplate{date}[invisible]%
+        \setbeamertemplate{background canvas}[title]%
+        \setbeamertemplate{background}[title]%
+        \setbeamertemplate{title page}[title]%
+        \frame[t, noframenumbering]{\titlepage}%
+    \fi%
+}%
+    % reset background to normal slides, does not change selected theme
+    \setbeamertemplate{background canvas}[empty]
+}
+
+% section slides
+\AtBeginSection[]{
+    \begin{frame}%
+        \vspace{4.5cm}%
+        \hspace{0.3cm}%
+        \huge\textcolor{hgfdarkblue}{\textbf{\insertsectionhead}}%
+    \end{frame}%
+}
diff --git a/02SoftwareStacksJobSubmissions/theme/beamerthemeHelmholtzAI.sty b/02SoftwareStacksJobSubmissions/theme/beamerthemeHelmholtzAI.sty
new file mode 100644
index 0000000000000000000000000000000000000000..81a81f1d3cf83a33ae39bc102704328ba3ca83bd
--- /dev/null
+++ b/02SoftwareStacksJobSubmissions/theme/beamerthemeHelmholtzAI.sty
@@ -0,0 +1,61 @@
+%% V0.1
+%% 2020/10/09
+%% by Markus Götz, Björn Hagemeier, James Kahn
+
+\RequirePackage{booktabs}
+\RequirePackage[T1]{fontenc}
+\RequirePackage{fontspec}
+\RequirePackage{hyperref}
+\RequirePackage[utf8x]{inputenc}
+\RequirePackage{listings}
+\RequirePackage{tikz}
+
+\usetikzlibrary{
+    calc,
+    turtle,
+    positioning
+}
+
+\usefonttheme{HelmholtzAI}
+\usecolortheme{HelmholtzAI}
+\useinnertheme{HelmholtzAI}
+\useoutertheme{HelmholtzAI}
+
+\pgfkeys{/beamerhelmholtzai/.cd, 
+    .search also={
+        /beamerhelmholtzai/inner,
+        /beamerhelmholtzai/outer,
+        /beamerhelmholtzai/color,
+        /beamerhelmholtzai/font,
+    },
+    title=regular,
+    subtitle=regular,
+    part=regular,
+    frametitle=regular,
+}
+
+\hypersetup{
+    colorlinks=true,% hyperlinks will be coloured
+    linkcolor=hgfblue,
+    urlcolor=hgfblue,
+    citecolor=hgfinformation,
+    anchorcolor=hgfblue,
+}
+
+\lstset{
+    basicstyle=\ttfamily\upshape\small,
+    breaklines=true,
+    backgroundcolor=\color{lightgray!20},
+    xleftmargin=0.3cm,
+    framexleftmargin=1em,
+    keywordstyle=\bfseries\color{hgfblue},
+    stringstyle=\color{hgfgreen},
+    commentstyle=\itshape\color{hgfinformation},
+    deletekeywords={compile},
+    escapechar=\&,
+    escapeinside={<@}{@>}
+}
+
+\newcommand{\source}[1]{%
+    \tiny\textcolor{hgfgray50}{Source: #1}
+}
diff --git a/02SoftwareStacksJobSubmissions/theme/texput.log b/02SoftwareStacksJobSubmissions/theme/texput.log
new file mode 100644
index 0000000000000000000000000000000000000000..e66e134e81a0dc87e09163c10a58aeca5db1c190
--- /dev/null
+++ b/02SoftwareStacksJobSubmissions/theme/texput.log
@@ -0,0 +1,21 @@
+This is XeTeX, Version 3.14159265-2.6-0.999991 (TeX Live 2019) (preloaded format=xelatex 2020.9.24)  22 OCT 2020 08:37
+entering extended mode
+ restricted \write18 enabled.
+ %&-line parsing enabled.
+**beamerfontthemeHelmholtzAI.tex
+
+! Emergency stop.
+<*> beamerfontthemeHelmholtzAI.tex
+                                  
+*** (job aborted, file error in nonstop mode)
+
+ 
+Here is how much of TeX's memory you used:
+ 2 strings out of 492988
+ 36 string characters out of 6138132
+ 63837 words of memory out of 5000000
+ 4148 multiletter control sequences out of 15000+600000
+ 3640 words of font info for 14 fonts, out of 8000000 for 9000
+ 1328 hyphenation exceptions out of 8191
+ 0i,0n,0p,1b,6s stack positions out of 5000i,500n,10000p,200000b,80000s
+No pages of output.