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b/BEC_LHCb/Status_update_5_12_13/BEC_status.tex new file mode 100644 index 0000000..839f248 --- /dev/null +++ b/BEC_LHCb/Status_update_5_12_13/BEC_status.tex @@ -0,0 +1,432 @@ +\documentclass[]{beamer} +\setbeamertemplate{navigation symbols}{} +\usepackage{beamerthemesplit} +\useoutertheme{infolines} +\usecolortheme{dolphin} +%\usetheme{Warsaw} +\usetheme{progressbar} +\usecolortheme{progressbar} +\usefonttheme{progressbar} +\useoutertheme{progressbar} +\useinnertheme{progressbar} +\usepackage{graphicx} +%\usepackage{amssymb,amsmath} +\usepackage[latin1]{inputenc} +\usepackage{amsmath} +\newcommand\abs[1]{\left|#1\right|} +\usepackage{iwona} +\progressbaroptions{imagename=images/lhcb} +%\usetheme{Boadilla} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 +\definecolor{mygreen}{cmyk}{0.82,0.11,1,0.25} +\setbeamertemplate{blocks}[rounded][shadow=false] +\addtobeamertemplate{block begin}{\pgfsetfillopacity{0.8}}{\pgfsetfillopacity{1}} +\setbeamercolor{structure}{fg=mygreen} +\setbeamercolor*{block title example}{fg=mygreen!50, +bg= blue!10} +\setbeamercolor*{block body example}{fg= blue, +bg= blue!5} + + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%\beamersetuncovermixins{\opaqueness<1>{25}}{\opaqueness<2->{15}} +\title{Update on measurement of Bose-Einstein Correlations} +\author{\underline{Marcin Kucharczyk$^{1,2}$}} + +\date{\today} + +\begin{document} + +{ +\institute{$^1$ Krakow, $^2$ Milano} +\setbeamertemplate{footline}{} +\begin{frame} +\logo{ +\vspace{2 mm} +\includegraphics[height=1cm,keepaspectratio]{images/ifj.png}~ +\includegraphics[height=1cm,keepaspectratio]{images/infn.png}} + + \titlepage +\end{frame} +} + +%\institute{UZH,IFJ} + + +\section[Outline]{} +\begin{frame} +\tableofcontents +\end{frame} + +%normal slides +\section{Theory introduction} + + +%\subsection{From interferometry to particle Physics} +\begin{frame}\frametitle{From interferometry to particle Physics} +\begin{columns} +\column{2.8in} + +\includegraphics[height=3.7cm,keepaspectratio]{images/HBT.png} + +\column{2.2in} +\begin{small} +Intensity interferometry was discovered in 1950s by Hanbury-Brown, Twiss (HBT Interferometry) as a method of measuring the angular diameters of radio sources. \\ +It relies on the fact that two photons emitted from the source have to be correlated due to second order interference effect. +\end{small} +\end{columns} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +$C(d)= \dfrac{}{} \sim k \theta d$ \\ +,where $\theta = R/L$. By changing the $d$ one can measure the diameter of the source. + + + +\end{frame} + +\begin{frame}\frametitle{From interferometry to particle Physics} +\only<1>{ +For two identical particles emited from a source we expect a symmetric wave function:\\ +$\Psi^s_{1,2} = \dfrac{1}{\sqrt{2}} (\Psi_{11}\Psi_{22}+\Psi_{12}\Psi_{21} )$, where $\Psi_{ij}$ is a wave function of a particle emitted at i and observed at j. +So the propablity density of observing two bosons with momenta $q_1$ and $q_2$ is:\\ +$\abs{\Psi^s_{1,2} }^2 = 1+cos(\Delta \overrightarrow{q} \Delta \overrightarrow{r} )$, where $\Delta \overrightarrow{q} = q_1-q_2$, $\Delta \overrightarrow{r} = r_1-r_2$ + } +\only<2> +{ +Assuming spherical symmetry of the source: $\mathcal{P}(\overrightarrow{q}) = \int \abs{\rho(r;\overrightarrow{q})}^2 d^3\overrightarrow{r}$, the probability of observing two particles with two momenta is given by: +$\mathcal{P}(\overrightarrow{q_1}, \overrightarrow{q_2}) =\int \abs{\Psi^s_{1,2} }^2 \abs{\rho(\overrightarrow{r_1})}\abs{\rho(\overrightarrow{r_2})} d^3r_1 d^3r_2$,\\ applying this expression to general $2^{nd}$ correlation function: $C_2(q_1,q_2)=\dfrac{P(q_1,q_2)}{\mathcal{P}(q_1)\mathcal{P}(q_2)}=\dfrac{P(q_1,q_2)}{P(q_1,q_2)^{ref}}$ one gets: \\ + + $C_2(q_1,q_2)=1+\dfrac{\int cos[\Delta \overrightarrow{q}(\overrightarrow{r_1} -\overrightarrow{r_2})\abs{\rho(\overrightarrow{r_1}) }^2 \abs{\rho(\overrightarrow{r_2}) }^2 }{\mathcal{P}(q_1)\mathcal{P}(q_2)}$ + +} + +\only<3> +{ + +Performing a Fourier transform:\\ +\begin{columns} +\column{0.3in}{~} +\column{1.6in} +$C(Q)=1+\abs{\widehat{\rho}(Q)}^2$ +\column{2.6in} +,where $\widehat{\rho}(Q) = \int e^{-irQ}dr$ +\end{columns} +Assuming Gaussian spread of the source: $\rho(r)=R_0 e^{-\frac{r^2}{2R^2}}$, we can simplify the correlation function:\\ +\begin{center} +$C(Q)=1+e^{-R^2Q^2}$ +\end{center} +This equation is then corrected for the source incoherence, by introducing an free parameter $\lambda$:\\ +\begin{equation} +C(Q)=N(1+\lambda e^{-R^2Q^2}) +\end{equation} +Eq.(1) is so called Goldhaber parametrization and allows to measure the radius of the source. + + + + + +} + + +\end{frame} + + + +\begin{frame}\frametitle{Reference samples} + +$\mathcal{P}(q_1,q_2)^{ref}$ can be estimated from reference samples: +\begin{enumerate} +\item MC without BEC. +\begin{itemize} +\item Absence of Coulomb effects in generator. +\item Data-MC agreement. +\end{itemize} +\item Unlike-sign charge particles +\begin{itemize} +\item Resonances contribution +\item Derived from data +\end{itemize} +\item Event-mixing +\begin{itemize} +\item Mixing events. +\item PV mixing. +\end{itemize} + + +\end{enumerate} + +\end{frame} + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%55555 +\begin{frame}\frametitle{LCMS} + +\begin{columns} +\column{2.8in} +\begin{itemize} +\item Longitudinal Centre-of-Mass System(LCMS) is defined as a system where sum of 3-momenta $\overrightarrow{q_1} + \overrightarrow{q_2}$ is perpendicular to a reference axis(jet, thrust, z). + + +\begin{scriptsize} +\item $Q^2$ can be written:\\ +$Q^2=1+\lambda e^{-Q_{t,out}^2R_{t,out}^2-Q_{t,side}^2R_{t,side}^2-Q_{t,long}^2R_{t,long}^2} = 1+\lambda e^{-Q_{t,\bot}^2R_{t,\bot}^2-Q_{t,\|}^2R_{t,\|}^2}$ +\end{scriptsize} +\item One can perform 1,2 or 3 dim analysis. +\end{itemize} + +\column{3in} +\includegraphics[scale=.14]{images/lcms.png} + +\end{columns} + + + +\end{frame} + +\begin{frame}\frametitle{LEP and CMS results} +\only<1> +{ +\includegraphics[scale=.215]{images/table.png} +} +\only<2> +{ +\includegraphics[scale=.195]{images/table2.png} + +} + +\end{frame} +\section{Selection} +\begin{frame}\frametitle{Preselection} +\begin{columns} +\column{3.5in} +\begin{enumerate} +\item MiniBias Stripping lines. +\item 2011 data. +\item Stripping 20. +\item Select all particles that come from PV with cuts: +\begin{itemize} +\item $TRKChi2<2.6$ +\item $IP<0.2mm$ +\item $IPCHI2 <2.6$ +\item $PIDNN(\pi, K)>0.25$ +\item $ghostNN<0.3$ +\item $P>0.2GeV$ +\item $Pt>0.1GeV$ +\end{itemize} +\end{enumerate} +\column{2.2in} +\includegraphics[scale=.115]{images/ip.png}\\ +\includegraphics[scale=.115]{images/ipChi2.png}\\ +\includegraphics[scale=.115]{images/ghostNN.png} + + + +\end{columns} + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Selection} +\begin{columns} +\column{3.5in} +\begin{enumerate} +\item MiniBias Stripping lines. +\item 2011 data. +\item Select all particles that come from PV with cuts: +\begin{itemize} +\item $TRKChi2<2.$ +\item $IP<0.1mm$ +\item $IPCHI2 <1.8$ +\item $PIDNN(\pi)>0.8$, $PIDNN(K)>0.6$ +\item $ghostNN<0.2$ +\item $P>0.2GeV$ +\item $Pt>0.1GeV$ +\end{itemize} +\end{enumerate} +\column{2.2in} + +\end{columns} + +\end{frame} +\section{Preliminary results} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Results in 2011 data} +Enhancement at low $Q^2$ region. We selected $\mathcal{O}(10^8)$ $\pi$ pairs, and $\mathcal{O}(10^6)$ $K$ pairs. +\begin{center} +\includegraphics[scale=.2]{images/q_2011.png} +\end{center} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + + + + +\begin{frame}\frametitle{Results in 2011 data} +We can rewrite $Q$ in form: +\begin{equation} +Q=\sqrt{-2q_{\bot 1} q_{\bot 2}[cosh(y_1 -y_2)-cos(\phi_1-\phi_2)] } +\end{equation} +,where $y_i$ are the pseudo-rapidity, $\phi_i$ are azimuthal angles. +We see BEC +\begin{columns} +\column{1.6in} +\includegraphics[scale=.2]{images/rap.png} +\column{1.6in} +\includegraphics[scale=.2]{images/rap_kaon.png} +\end{columns} + +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%555 + +\begin{frame}\frametitle{Results in 2011 data} +We can rewrite $Q$ in form: +\begin{equation} +Q=\sqrt{-2q_{\bot 1} q_{\bot 2}[cosh(y_1 -y_2)-cos(\phi_1-\phi_2)] } +\end{equation} +,where $y_i$ are the pseudo-rapidity, $\phi_i$ are azimuthal angles. +We see BEC +\begin{center} +\includegraphics[scale=.2]{images/phi_2011.png} +\end{center} + +\end{frame} + + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\section{Three body correlations} +\begin{frame}\frametitle{Generalization of two body correlations} + Assuming no correlations in space the Wigner function can be expressed\footnote{Based on Prof. Bialas's talk at cern in July on soft QCD} + \begin{equation} + W(p_1,p_2,p_3,x_1,x_2,x_3)=\Omega_0(p_1,p_2,p_3)w(p_1,x_1)w(p_2,x_2)w(p_3,x_3) + \end{equation} + This leads to correlation function: +\begin{small} +\begin{align}\label{eq:two} +%\begin{equation} + C_3(p1,p2,p3)=\vert \widehat{w}(P_{12}, \Delta_{12}) \vert^2 + \vert \widehat{w}(P_{23}, \Delta_{23} ) \vert^2+\vert \widehat{w}(P_{31}, \Delta_{31} ) \vert^2 + \nonumber \\ + 2 \mathcal{R}[\widehat{w}(P_{12}, \Delta_{12} ) \widehat{w}(P_{23}, \Delta_{23} )\widehat{w}(P_{31}, \Delta_{31} ) ] +\end{align}\end{small} +,where $\Delta_{ij}=p_i-p_j$, and $\widehat{w}(P_{ij}, \Delta_{ij} )=\int dx_idx_j W(P_{ij}, x)e^{ix\Delta_{ij}}$ + + + + + +\end{frame} + +\begin{frame}\frametitle{Probing Cluster Model} + \begin{columns} + \column{3.2in} + Let us consider simple ansatz: +\begin{align}\label{eq:two} + W(p_1,p_2,x_1,x_2)=\Omega_0(p_1,p_2)[V(x_1)V(x_2)\nonumber \\ +\alpha V_2(x_1,x_2)] +\end{align} +,where $V(x)=\int \phi(x-X)V_c(X)dX$,\\ $V_2=\int V_c(X)\phi(x_1-X)\phi(x_2-X)dX$\\ +\only<2> +{ +$V_c(X)$ is the distribution of clusters in space.\\ +$\phi(x-X)$ is the shape of the cluster. \\ +$V(x_1)V(x_2)$ emission from two clusters. \\ +$V_2(x_1,x_2)$ emission from single cluster. \\ + + +} + + + + \column{1.6in} + \includegraphics[scale=.15]{images/clusters.png} + \end{columns} +\end{frame} + +\begin{frame}\frametitle{Probing Cluster Model} + \begin{columns} + \column{3.2in} +The correlation function for this ansatz takes form: +\begin{equation} +C(p_1,p_2)= \vert \widehat{V_c}(\Delta_{12}) \widehat{\phi}(\Delta_{12}) \vert^2 + \alpha \vert \widehat{\phi}(\Delta_{12}) \vert^2 +\end{equation} +where $\widehat{\phi}(\Delta_{12}) = \int dx \phi(x)e^{ix\Delta_{12}}$ + + \column{1.6in} + \includegraphics[scale=.15]{images/clusters.png} + \end{columns} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%55 +\begin{frame}\frametitle{Dependence R on hadron mass} + \begin{columns} + \column{2.6in} + \includegraphics[scale=.3]{images/mass_dependence.png} + + \column{2.4in} +\begin{enumerate} +\item Bialas, Zalewski, Phys.Rev. D62 (2000) 114007 +\item LHCb can access much higher masses than LEP. +\item Measurement of BEC in charm sector. +\end{enumerate} + + \end{columns} +\end{frame} + +\begin{frame}\frametitle{Work in progress} +\ +\begin{enumerate} +\item We observed a difference between Magnet Polarity as reported by P. Koppenburg LHCb-INT-2013-047 + +\end{enumerate} + + \center \includegraphics[scale=.25]{images/patrick.png} + +\end{frame} + + +\begin{frame}\frametitle{Work in progress} +\ +\begin{itemize} +\item We are preparing TOY-MC study to see the impact of this for our measurements. +\item Under consideration: Do the analysis for two polarities separate, and then combine. +\end{itemize} + \center \includegraphics[scale=.25]{images/patrick.png} + +\end{frame} + + + + + + + + + + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 +\section{Summary} +\begin{frame}\frametitle{Conclusions} +\begin{itemize} +\item Theoretical support from Krakow theorists: prof. Bialas, prof. Zalewski. +\item BEC clearly visible in data. +\item Analysis systematically dominated. +\item Enough events to perform first measurement of 3 body correlations. +\item BEC measurements in charm sector. +\end{itemize} + + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 + + + + + +\end{document} \ No newline at end of file diff --git a/BEC_LHCb/Status_update_5_12_13/BEC_status.toc b/BEC_LHCb/Status_update_5_12_13/BEC_status.toc new file mode 100644 index 0000000..73db846 --- /dev/null +++ b/BEC_LHCb/Status_update_5_12_13/BEC_status.toc @@ -0,0 +1,6 @@ +\beamer@endinputifotherversion {3.10pt} +\beamer@sectionintoc {2}{Theory introduction}{3}{0}{1} +\beamer@sectionintoc {3}{Selection}{11}{0}{2} +\beamer@sectionintoc {4}{Preliminary results}{13}{0}{3} +\beamer@sectionintoc {5}{Three body correlations}{16}{0}{4} +\beamer@sectionintoc {6}{Summary}{23}{0}{5} diff --git a/BEC_LHCb/Status_update_5_12_13/images/HBT.png 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definitions +\usepackage{color} +\definecolor{uipoppy}{RGB}{225, 64, 5} +\definecolor{uipaleblue}{RGB}{96,123,139} +\definecolor{uiblack}{RGB}{0, 0, 0} + +% caption styling +%\DeclareCaptionFont{uiblack}{\color{uiblack}} +%\DeclareCaptionFont{uipoppy}{\color{uipoppy}} +%\captionsetup{labelfont={uipoppy},textfont=uiblack} + +% see the macros.tex file for definitions +\include{macros } + +% title slide definition +\title{Answeres to questions raised by conveners on EW penguin.} +%\subtitle{a bias report} +\author{ Marcin Chrz\k{a}szcz$^{1,2}$ , Nicola Serra$^{1}$ } +\institute[UTH, IFJ] +{ + %\begin{tiny} +$ ^1$ University of Zurich , $ ^2$ Institute of Nuclear Physics, Krakow, + %\end{tiny}smallsmall +} + + +\date{ \begin{small} \today \end{small}} + +%-------------------------------------------------------------------- +% Introduction +%-------------------------------------------------------------------- + +\begin{document} + + + + +\setbeamertemplate{background} +{\includegraphics[width=\paperwidth,height=\paperheight]{frontpage_bg_mine}} +\setbeamertemplate{footline}[default] + +\begin{frame} +\vspace{1.1cm} +\begin{columns} +\column{2.75in} + \titlepage + + \begin{center} + \includegraphics[height=1.0cm ]{pic/uzh.jpg} + % \hspace{0.5cm} + % \includegraphics[height=1.5cm]{pic/babar.jpg} + \hspace{1cm} + \includegraphics[height=1.0cm]{pic/ifj.png} + \hspace{1cm} + %\includegraphics[height=1.0cm]{pic/SNS.jpg} + \end{center} + \vspace{10cm} +\column{2.0in} +\end{columns} +\end{frame} + +%-------------------------------------------------------------------- +% OUTLINE +%-------------------------------------------------------------------- + + + + +%\section[Outline]{} +%\begin{frame} +%\tableofcontents +%\end{frame} + + + + +%------------------------------------------------------------------- +% Introduction +%------------------------------------------------------------------- +% +% Set the background for the rest of the slides. +% Insert infoline +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] + +\title{Update on analysis} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{More Robust calculation of efficiency} +\only<1>{ +We investigated further the events that have one real $\mu$ as candidate. +\begin{columns} +\column{2in} +\begin{enumerate} +\item We observed $\PJpsi$ peak after vetoing this resonance. +\item Most of the non $\mu$ had TRUEID==0. +\item If we account for truth matching problems we obtain the following efficiency. +\end{enumerate} + + +\column{2.5in} + +\includegraphics[scale=0.25]{kstmumu/jpsi2.png} + + +\end{columns} +} +\only<2> +{ + + + + + \begin{center} + \begin{tabular}{ | c | c |} + \hline + \multicolumn{2}{|c| }{Efficiency for 2 real $\mu$ ID as $\mu$} \\ + \hline + PID$\mu$>-3 & 95.3\% \\ \hline + PID$\mu$>0 & 97.4\% \\ \hline + PID$\mu$>5\footnote{2011 analysis had similar cut inside BDT} & 99.2\% \\ \hline + + \end{tabular} +\end{center} + + + +Conclusion: Our bck is purely dimuon!\\ +PS. If you think about asking what the remaining $0.8\%$ are.., just don't. + +} + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} + +\end{frame} + + + + + + +\begin{frame}\frametitle{More advanced generator cuts? } +\only<1>{ + + We tried two approaches: +\begin{itemize} +\item Require additional track close to dimuon pair. +\end{itemize} + + +} +\only<2>{ + + We tried two approaches: +\begin{itemize} +\item Require additional track close to dimuon pair. +\end{itemize} + + + + Requring 3 tracks doesn't help at all. $98\%$ of the cases the DOCA between 3 tracks is the dimuon doca(what you would expected). in $80\%$ of cases the minimum DOCA of three tracks is 0(because of semi-leptonic decays). + + +} + + + + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} + +\end{frame} + + + + + + + + + + + + + + + + +\end{document} diff --git a/Kstmumu/Answers_to_questions_v2/group_meeting.toc b/Kstmumu/Answers_to_questions_v2/group_meeting.toc new file mode 100644 index 0000000..495658f --- /dev/null +++ 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WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/Kstmumu/Answers_to_questions_v2/macros.aux b/Kstmumu/Answers_to_questions_v2/macros.aux new file mode 100644 index 0000000..fdddbef --- /dev/null +++ b/Kstmumu/Answers_to_questions_v2/macros.aux @@ -0,0 +1,26 @@ +\relax +\@setckpt{macros}{ +\setcounter{page}{1} +\setcounter{equation}{0} +\setcounter{enumi}{0} +\setcounter{enumii}{0} +\setcounter{enumiii}{0} +\setcounter{enumiv}{0} +\setcounter{footnote}{0} +\setcounter{mpfootnote}{0} +\setcounter{beamerpauses}{0} +\setcounter{lecture}{0} +\setcounter{part}{0} +\setcounter{section}{0} +\setcounter{subsection}{0} +\setcounter{subsubsection}{0} +\setcounter{subsectionslide}{0} +\setcounter{framenumber}{0} +\setcounter{figure}{0} +\setcounter{table}{0} 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-0,0 +1,15 @@ +if(aMother != 0 && aMother->nDaughters() != listOfDaughters.size()) { + // the mother has more daughters than on the list +// something not impotent ... + if(FSR) + { + if( dau->pdtEntry() != 0 ) + { + string name( dau->pdtEntry()->name() ); + if( name.find( "gamma" ) != string::npos){ + std::cout<<"SUCCESSSSS!!!!!!!, we found gamma"<nDaughters() != listOfDaughters.size()) { + // the mother has more daughters... + HepAListIterator< BtaCandidate > dauIter = aMother->daughterIterator(); + BtaCandidate* aDaughter(0); + while( (aDaughter = dauIter()) ) { +// something not impotent ... + if(FSR) + { + if( dau->pdtEntry() != 0 ) + { + string name( dau->pdtEntry()->name() ); + if( name.find( "gamma" ) != string::npos){ + std::cout<<"SUCCESSSSS!!!!!!!, we found gamma"< + +% color definitions +\definecolor{uipaleblue}{RGB}{96,123,139} + +% footer styling +\setbeamercolor{section in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{subsection in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{pagenumber in footer}{fg=white,bg=uipaleblue} + +\defbeamertemplate*{footline}{bunsentheme} +{ + \leavevmode% + \hbox{% + \begin{beamercolorbox}[wd=.33\paperwidth,ht=2.25ex,dp=1ex,center]{section in footer}% + \inserttitle + \end{beamercolorbox}% + \begin{beamercolorbox}[wd=.34\paperwidth,ht=2.25ex,dp=1ex,center]{subsection in footer}% + \insertsectionhead + \end{beamercolorbox}% + \begin{beamercolorbox}[wd=.34\paperwidth,ht=2.25ex,dp=1ex,center]{pagenumber in footer}% + \insertframenumber{} / \inserttotalframenumber\hspace*{2ex} + \end{beamercolorbox}}% + \vskip0pt% +} + +\setbeamersize{text margin left=1em,text margin right=1em} + +\mode + diff --git a/Kstmumu/Answers_to_questions_v3/beamerthemebunsen.sty b/Kstmumu/Answers_to_questions_v3/beamerthemebunsen.sty new file mode 100644 index 0000000..64fcfbb --- /dev/null +++ b/Kstmumu/Answers_to_questions_v3/beamerthemebunsen.sty @@ -0,0 +1,44 @@ +% This program can be redistributed and/or modified under the terms +% of the GNU Public License, version 3. + +\mode + +\newif\ifbeamer@secheader +\beamer@secheaderfalse + +\DeclareOptionBeamer{secheader}{\beamer@secheadertrue} +\ProcessOptionsBeamer + +\useoutertheme{bunsen} + +% color definitions +\definecolor{uipaleblue}{RGB}{96,123,139} +\definecolor{uipoppy}{RGB}{225,64,0} + +% set the title color +\setbeamercolor{title}{fg=uipaleblue} + +% set colors for specific elements +\setbeamercolor{block}{fg=uipoppy} +\setbeamercolor{block title}{fg=uipoppy} % adjust title color to poppy +\setbeamercolor{block item}{fg=uipoppy} +\setbeamercolor{itemize item}{fg=uipoppy} % adjusts the bullet color + +% frame title styling +\setbeamertemplate{frametitle}{\vspace{0.4cm} \color{white} \insertframetitle} + +\usesubitemizeitemtemplate{% + \tiny\raise1.5pt\hbox{\color{beamerstructure}$\blacktriangleright$}% +} +\usesubsubitemizeitemtemplate{% + \tiny\raise1.5pt\hbox{\color{beamerstructure}$\bigstar$}% +} + + +\setbeamersize{text margin left=1em,text margin right=1em} +\setbeamersize{frametitle=\huge} + +\ifbeamer@secheader\else\setbeamertemplate{headline}[default]\fi + +\mode + diff --git a/Kstmumu/Answers_to_questions_v3/fits/new/pid_-0.1_0.48geo-0.48_0.05.png b/Kstmumu/Answers_to_questions_v3/fits/new/pid_-0.1_0.48geo-0.48_0.05.png new file mode 100644 index 0000000..d28a92f --- /dev/null +++ b/Kstmumu/Answers_to_questions_v3/fits/new/pid_-0.1_0.48geo-0.48_0.05.png Binary files differ diff --git a/Kstmumu/Answers_to_questions_v3/fits/new/pid_-0.1_0.48geo0.05_0.35.png b/Kstmumu/Answers_to_questions_v3/fits/new/pid_-0.1_0.48geo0.05_0.35.png new file mode 100644 index 0000000..baa65b1 --- /dev/null +++ b/Kstmumu/Answers_to_questions_v3/fits/new/pid_-0.1_0.48geo0.05_0.35.png Binary files differ diff --git a/Kstmumu/Answers_to_questions_v3/fits/new/pid_-0.1_0.48geo0.35_0.65.png b/Kstmumu/Answers_to_questions_v3/fits/new/pid_-0.1_0.48geo0.35_0.65.png new file mode 100644 index 0000000..b6d330c --- /dev/null +++ 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+\tikzstyle{block} = [rectangle, draw, fill=blue!10, + text width=5em, text centered, rounded corners, minimum height=2em] +\tikzstyle{line} = [draw, -latex'] +\tikzstyle{cloud} = [draw, ellipse,fill=red!10, node distance=3cm, + minimum height=2em] + +\tikzstyle{every picture}+=[remember picture] + + +\renewcommand{\PKs}{{\HepParticle{K}{S}{}\xspace}} +% color definitions +\usepackage{color} +\definecolor{uipoppy}{RGB}{225, 64, 5} +\definecolor{uipaleblue}{RGB}{96,123,139} +\definecolor{uiblack}{RGB}{0, 0, 0} + +% caption styling +%\DeclareCaptionFont{uiblack}{\color{uiblack}} +%\DeclareCaptionFont{uipoppy}{\color{uipoppy}} +%\captionsetup{labelfont={uipoppy},textfont=uiblack} + +% see the macros.tex file for definitions +\include{macros } + +% title slide definition +\title{Answers to questions raised by conveners on EW penguin, Vol3.} +%\subtitle{a bias report} +\author{ Marcin Chrz\k{a}szcz$^{1,2}$ , Nicola Serra$^{1}$ } +\institute[UTH, IFJ] +{ + %\begin{tiny} +$ ^1$ University of Zurich , $ ^2$ Institute of Nuclear Physics, Krakow, + %\end{tiny}smallsmall +} + + +\date{ \begin{small} \today \end{small}} + +%-------------------------------------------------------------------- +% Introduction +%-------------------------------------------------------------------- + +\begin{document} + + + + +\setbeamertemplate{background} +{\includegraphics[width=\paperwidth,height=\paperheight]{frontpage_bg_mine}} +\setbeamertemplate{footline}[default] + +\begin{frame} +\vspace{1.1cm} +\begin{columns} +\column{2.75in} + \titlepage + + \begin{center} + \includegraphics[height=1.0cm ]{pic/uzh.jpg} + % \hspace{0.5cm} + % \includegraphics[height=1.5cm]{pic/babar.jpg} + \hspace{1cm} + \includegraphics[height=1.0cm]{pic/ifj.png} + \hspace{1cm} + %\includegraphics[height=1.0cm]{pic/SNS.jpg} + \end{center} + \vspace{10cm} +\column{2.0in} +\end{columns} +\end{frame} + +%-------------------------------------------------------------------- +% OUTLINE +%-------------------------------------------------------------------- + + + + +%\section[Outline]{} +%\begin{frame} +%\tableofcontents +%\end{frame} + + + + +%------------------------------------------------------------------- +% Introduction +%------------------------------------------------------------------- +% +% Set the background for the rest of the slides. +% Insert infoline +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] + +\title{Update on analysis} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Lets make calculations really slowly} +\only<1>{ +Let's take just the stripping line(this is incomplete because of the the offline cuts)($\PJpsi$ veto is applied everywhere): +\begin{itemize} +\item total: 10835 +\item dimuon\footnote{mu1ID==13 and mu2ID==13}: 9085 +\item efficiency: 83\% +\end{itemize} + + +} +\only<2> +{ +Immediately after stripping we have the following cuts: piminusisMuon=0 KplusisMuon=0 KplusPIDK>-5 piminusPIDK<25 +\begin{itemize} +\item total: 4708 +\item dimuon\footnote{mu1ID=13 and mu2ID=13}: 4333 +\item efficiency: 92\% +\end{itemize} +} + +\only<3> +{ +then we discovered that muID==0 are still muons: MU1ID=0 or Mu2ID=0(reminder we have Jpsi veto!):\\ + \includegraphics[scale=0.2 ]{ghost.png} +} +\only<4> +{ +So we require that muons have some real truth matched ID different form zero: +\begin{itemize} +\item total: 4547 +\item dimuon\footnote{mu1ID=13 and mu2ID=13}: 4333 +\item efficiency: 95.3\% +\end{itemize} +Cross check: 161(ghots events, see plot) + 4547 = 4708(no ghost cut). All consistent! + + + + +} +\only<5> +{ +Then we play with PID cuts. Putting a cut grater then 5(3). With this cuts: +\begin{itemize} +\item total: 1956 +\item dimuon\footnote{mu1ID=13 and mu2ID=13}: 1939 +\item efficiency: 99\% (97,4\%) +\end{itemize} +} +\only<6> +{ +Why do ghosts change so much and why are they harmless: +\begin{itemize} +\item As Mitesh wanted I am VETOing $\PJpsi$. +\item Of coz we have a lot of those. +\item Is turns out that the ghost ratio is $0.5\%$. +\item Even $0.5\%$ from 13879 $\PJpsi$ makes a difference cuz they are treated as non-muon bck. +\end{itemize} +Please note that $161/4547$ is not the ghost rate. + +} + + + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} + +\end{frame} + +\begin{frame}\frametitle{~} + + +\begin{Huge} +SPARES +\end{Huge} + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} + +\end{frame} + +\begin{frame}\frametitle{} + +After the pure stripping we are applying: +\begin{enumerate} +\item Kismuon=0 and piismuon=0 +\item KpidK>5 and piPIDK<25 +\end{enumerate} +Starting from 10835 applying following number of events remain: +\begin{enumerate} +\item 8833 +\item 5662 +\end{enumerate} + + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} + +\end{frame} + + + +\end{document} diff --git a/Kstmumu/Answers_to_questions_v3/group_meeting.toc b/Kstmumu/Answers_to_questions_v3/group_meeting.toc new file mode 100644 index 0000000..495658f --- /dev/null +++ b/Kstmumu/Answers_to_questions_v3/group_meeting.toc @@ -0,0 +1,2 @@ +\beamer@endinputifotherversion {3.10pt} +\select@language {english} diff --git a/Kstmumu/Answers_to_questions_v3/inflaton/D_mass_base.png b/Kstmumu/Answers_to_questions_v3/inflaton/D_mass_base.png new file mode 100644 index 0000000..165cae5 --- /dev/null +++ b/Kstmumu/Answers_to_questions_v3/inflaton/D_mass_base.png Binary files differ diff --git a/Kstmumu/Answers_to_questions_v3/inflaton/Ds_mass_data.png b/Kstmumu/Answers_to_questions_v3/inflaton/Ds_mass_data.png new file mode 100644 index 0000000..665511f --- /dev/null +++ b/Kstmumu/Answers_to_questions_v3/inflaton/Ds_mass_data.png Binary files differ diff --git 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copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/Kstmumu/Answers_to_questions_v3/macros.aux b/Kstmumu/Answers_to_questions_v3/macros.aux new file mode 100644 index 0000000..fdddbef --- /dev/null +++ b/Kstmumu/Answers_to_questions_v3/macros.aux @@ -0,0 +1,26 @@ +\relax +\@setckpt{macros}{ +\setcounter{page}{1} +\setcounter{equation}{0} +\setcounter{enumi}{0} +\setcounter{enumii}{0} +\setcounter{enumiii}{0} +\setcounter{enumiv}{0} +\setcounter{footnote}{0} +\setcounter{mpfootnote}{0} +\setcounter{beamerpauses}{0} +\setcounter{lecture}{0} +\setcounter{part}{0} +\setcounter{section}{0} +\setcounter{subsection}{0} +\setcounter{subsubsection}{0} +\setcounter{subsectionslide}{0} +\setcounter{framenumber}{0} +\setcounter{figure}{0} +\setcounter{table}{0} 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+1,343 @@ +\documentclass[]{beamer} +\setbeamertemplate{navigation symbols}{} +\usepackage{beamerthemesplit} +\useoutertheme{infolines} +\usecolortheme{dolphin} +%\usetheme{Warsaw} +\usetheme{progressbar} +\usecolortheme{progressbar} +\usefonttheme{progressbar} +\useoutertheme{progressbar} +\useinnertheme{progressbar} +\usepackage{graphicx} +%\usepackage{amssymb,amsmath} +\usepackage[latin1]{inputenc} +\usepackage{amsmath} +\newcommand\abs[1]{\left|#1\right|} +\usepackage{iwona} +\usepackage{hepparticles} +\usepackage{hepnicenames} +\usepackage{hepunits} +\progressbaroptions{imagename=images/lhcb} +%\usetheme{Boadilla} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 +\definecolor{mygreen}{cmyk}{0.82,0.11,1,0.25} +\setbeamertemplate{blocks}[rounded][shadow=false] +\addtobeamertemplate{block begin}{\pgfsetfillopacity{0.8}}{\pgfsetfillopacity{1}} +\setbeamercolor{structure}{fg=mygreen} +\setbeamercolor*{block title example}{fg=mygreen!50, +bg= blue!10} +\setbeamercolor*{block body example}{fg= blue, +bg= blue!5} + + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%\beamersetuncovermixins{\opaqueness<1>{25}}{\opaqueness<2->{15}} +\title{MatrixNet, TMVA, Isolation} +\author{\underline{Marcin Chrzaszcz}$^{1,2}$, Tatiana Likhomanenko$^{3,4}$,\\ Andrey Ustyuzhanin$^{3,4}$} +\date{\today} + +\begin{document} + +{ +\institute{$^1$ University of Zurich, $^2$ Institute of Nuclear Physics, $^3$ Yandex, $^4$ Kurchatov Institute} +\setbeamertemplate{footline}{} +\begin{frame} +\logo{ +\vspace{2 mm} +\includegraphics[height=1cm,keepaspectratio]{images/ifj.png}~ +\includegraphics[height=1cm,keepaspectratio]{images/uzh.jpg}} + + \titlepage +\end{frame} +} + +\institute{UZH,IFJ} + + +\section[Outline]{} +\begin{frame} +\tableofcontents +\end{frame} + +%normal slides +\section{Isolation variables} + +\begin{frame}\frametitle{Iso optimisation} +{~} + + +\only<1> +{ + Until now every analysis that used track isolation parameter used the ones develeloped and optimised for $B_s \to \mu \mu$. + This is based on an abstract definitions of isolating and non-isolating tracks: + \begin{itemize} + \item Non-isolating track to a given track($\mu$ from $B_s \to \mu \mu$ for example) will be a track that has the same primary mother as muon. + \item Isolating is the negation of non-isolating. +\end{itemize} + + +} +\end{frame} +\begin{frame}\frametitle{Iso optimisation} +\only<1> +{ This definition may lead to false implications + \begin{itemize} + \item In detector we don't know reconstruct the full event. + \item So we don't have the same information that we have on MC + \item The idea is to train Signal vs Background. + \item Idea developed for $\tau \to 3\mu$ + + \end{itemize} + +} + +\end{frame} +\begin{frame}\frametitle{Iso optimisation} +\only<1> +{ +\includegraphics[scale=.4]{images/rejBvsS.png} + +} +\end{frame} +\begin{frame}\frametitle{Iso optimisation} + +\only<1> +{ +For each event you build instead: + \begin{itemize} + \item Isolation is defined for tracks in the event. + \item You have to move from track bases to even bases. + \item Usually ideas: take mean, min, etc. + \item See which performs better in final MVA + \end{itemize} + } +\end{frame} + + +\section{MVA traing} + +\subsection{Folding technique} +\begin{frame}\frametitle{Folding data} +{~} + + + +There is one basic truth when it comes to MC: + +\only<2> +{ + \includegraphics[scale=.25]{images/size.png} +} +\only<3> +{ + \includegraphics[scale=.25]{images/size.png}\\ + \begin{Huge} + How to get more training set? + \end{Huge} + +} +\end{frame} + +\begin{frame}\frametitle{Folding Data Set, How to} +{~} +\begin{center} +\only<1> +{ +\begin{large} +Take your data Set: +\end{large}\\ +\includegraphics[scale=.4]{images/data1.png} + +} +\only<2> +{ +\begin{large} +Reshuffle it +\end{large}\\ +\includegraphics[scale=.4]{images/data2.png} + +} + +\only<3> +{ +\begin{large} +Divide it into folds: +\end{large}\\ +\includegraphics[scale=.4]{images/data3.png} + +} + + +\only<4> +{ +\begin{large} +Train $i^{th}$ fold using $n-1$ folds +\end{large}\\ +\includegraphics[scale=.4]{images/data4.png} + +} + +\only<5> +{ +\begin{itemize} +\item Using this simple technique we increase our training sample size :) +\item One can better tune your TMVa. +\item Procedure is bias free. + + +\end{itemize} +} + + + +\end{center} +\end{frame} +\subsection{Folding results} +\begin{frame}\frametitle{Folding results} +{~} +\begin{itemize} +\item For $\PB \to \PKstar \mu \mu$ we used 10 folds. +\item Train TMVA and MatrixNet. +\item See the gain in the yields. +\end{itemize} + + +\end{frame} + +\begin{frame}\frametitle{Preselection} +{~} +\begin{itemize} +\item Apply the following presection cuts: +\begin{enumerate} +\item PID cuts for $\PK$, $\Ppi$. +\item $\PKstar$ mass cut. +\item $cc$ vetos. +\item Trigger as in 2011 +\item Swap:$\Ppi \longleftrightarrow \PK$, $\Ppi \longleftrightarrow \Pmu$, $\PK \longleftrightarrow \Pmu$ +\item $\Pphi$ veto +\item $\PBs$ veto. +\item $\Lambda_b$ veto. +\end{enumerate} +\end{itemize} + + +\end{frame} + +\begin{frame}\frametitle{MatrixNet/TMVa training} +{~} +\begin{itemize} +\item Put the standard variables inside classifiers: +\begin{enumerate} +\item Isolations +\item B\_DIRA\_OWNPV +\item P, PT +\item VERTEX\_CHI2 +\item LF, LFE, FD +\item PID +\end{enumerate} +\end{itemize} +\end{frame} + + + +\begin{frame}\frametitle{MatrixNet/TMVa ROCs} +{~} +\only<1> +{ +\begin{columns} +\column{2.5in} +TMVA\\ +\includegraphics[scale=.16]{images/ROC_BDTG.png} +\column{2.5in} +MATRIXNET\\ +\includegraphics[scale=.16]{images/MNROC.png} + +\end{columns} +} + +\only<2> +{ +\begin{itemize} +\item All folds have the same ROC curve prediction. +\item Good agreement between the folds. +\end{itemize} +} + + +\end{frame} + + + + +%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Results} +{~} +\only<1> +{ +After optimisation of FOM: $\dfrac{s}{s+b}$ +Fit to full $q^2$ range +\begin{columns} +\column{2.5in} +TMVA\\ +\includegraphics[scale=.18]{images/BDTG_0_944_0_1_19.png} +\column{2.5in} +MATRIXNET\\ +\includegraphics[scale=.18]{images/MN_06_01_19.png} + +\end{columns} +} + + +\only<2> +{ +\begin{center} + +\begin{tabular}{ |c||c|c||c|c||c|c| } + \hline + $q^2$ &\multicolumn{2}{|c|}{Last BDT} & \multicolumn{2}{|c|}{NEW BDT} & \multicolumn{2}{|c|}{MatrixNet}\\ \hline \hline + $[GeV^2]$ & Signal & Bck & Signal & Bck & Signal & Bck \\ \hline + $0.1,2$ & $407$ & $58$ & $407$ & $27$ & $405$ & $41$ \\ \hline + $2, 4.3$ & $202$ & $95$ & $232$ & $75$ & $233$ & $66$ \\ \hline + $4.3, 8.68$ & $573$ & $170$ & $599$ & $180$ & $644$ & $174$ \\ \hline + $10.09, 12.86$ & $508$ & $93$ & $515$ & $109$ & $516$ & $115$ \\ \hline + $14.18, 16$ & $310$ & $49$ & $322$ & $48$ & $346$ & $39$ \\ \hline + $16, 19$ & $359$ & $34$ & $374$ & $32$ & $385$ & $34$ \\ \hline + +\end{tabular} + +\end{center} +} + + +\end{frame} +\section{Conclusions} +\begin{frame}\frametitle{Conclusions} +{~} + +\begin{enumerate} +\item New MVAs perform better then the old one. +\item Ready for $2fb^{-1}$ data. +\item Have one more trick we want to try :) +\item Once we freeze 2012 we will do the same to 2011 data. + +\end{enumerate} +Questions: +\begin{enumerate} +\item Is FOM $\dfrac{s}{sqrt(s+b)}$ really the right one to use? +\item Maybe some toy MC studies? +\item Investigate the angle efficiency on MC. + +\end{enumerate} + + +\end{frame} + + + + +\end{document} \ No newline at end of file diff --git a/Kstmumu/TMVA1/TMVA1.toc b/Kstmumu/TMVA1/TMVA1.toc new file mode 100644 index 0000000..624555e --- /dev/null +++ b/Kstmumu/TMVA1/TMVA1.toc @@ -0,0 +1,6 @@ +\beamer@endinputifotherversion {3.10pt} +\beamer@sectionintoc {2}{Isolation variables}{3}{0}{1} +\beamer@sectionintoc {3}{MVA traing}{7}{0}{2} +\beamer@subsectionintoc {3}{1}{Folding technique}{7}{0}{2} +\beamer@subsectionintoc {3}{2}{Folding results}{15}{0}{2} +\beamer@sectionintoc 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[2][]{Outline0.4}{Conclusions}{} diff --git a/Kstmumu/TMVA2/TMVA2.pdf b/Kstmumu/TMVA2/TMVA2.pdf new file mode 100644 index 0000000..11756a6 --- /dev/null +++ b/Kstmumu/TMVA2/TMVA2.pdf Binary files differ diff --git a/Kstmumu/TMVA2/TMVA2.snm b/Kstmumu/TMVA2/TMVA2.snm new file mode 100644 index 0000000..e69de29 --- /dev/null +++ b/Kstmumu/TMVA2/TMVA2.snm diff --git a/Kstmumu/TMVA2/TMVA2.synctex.gz b/Kstmumu/TMVA2/TMVA2.synctex.gz new file mode 100644 index 0000000..3df1070 --- /dev/null +++ b/Kstmumu/TMVA2/TMVA2.synctex.gz Binary files differ diff --git a/Kstmumu/TMVA2/TMVA2.tex b/Kstmumu/TMVA2/TMVA2.tex new file mode 100644 index 0000000..826267c --- /dev/null +++ b/Kstmumu/TMVA2/TMVA2.tex @@ -0,0 +1,533 @@ +\documentclass[]{beamer} +\setbeamertemplate{navigation symbols}{} +\usepackage{beamerthemesplit} +\useoutertheme{infolines} +\usecolortheme{dolphin} +%\usetheme{Warsaw} +\usetheme{progressbar} +\usecolortheme{progressbar} +\usefonttheme{progressbar} +\useoutertheme{progressbar} +\useinnertheme{progressbar} +\usepackage{graphicx} +%\usepackage{amssymb,amsmath} +\usepackage[latin1]{inputenc} +\usepackage{amsmath} +\newcommand\abs[1]{\left|#1\right|} +\usepackage{iwona} +\usepackage{hepparticles} +\usepackage{hepnicenames} +\usepackage{hepunits} +\progressbaroptions{imagename=images/lhcb} +%\usetheme{Boadilla} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 +\definecolor{mygreen}{cmyk}{0.82,0.11,1,0.25} +\setbeamertemplate{blocks}[rounded][shadow=false] +\addtobeamertemplate{block begin}{\pgfsetfillopacity{0.8}}{\pgfsetfillopacity{1}} +\setbeamercolor{structure}{fg=mygreen} +\setbeamercolor*{block title example}{fg=mygreen!50, +bg= blue!10} +\setbeamercolor*{block body example}{fg= blue, +bg= blue!5} + + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%\beamersetuncovermixins{\opaqueness<1>{25}}{\opaqueness<2->{15}} +\title{New proposal for the $\PB \to \PKstar \mu \mu$ selection} +\author{\underline{Marcin Chrzaszcz}$^{1,2}$, Tatiana Likhomanenko$^{3,4}$,\\ Andrey Ustyuzhanin$^{3,4,5}$} +\date{\today} + +\begin{document} + +{ +\institute{$^1$ University of Zurich, $^2$ Institute of Nuclear Physics, $^3$ Yandex, $^4$ Kurchatov Institute, $^5$ Imperial College} +\setbeamertemplate{footline}{} +\begin{frame} +\logo{ +\vspace{2 mm} +\includegraphics[height=1cm,keepaspectratio]{images/ifj.png}~ +\includegraphics[height=1cm,keepaspectratio]{images/uzh.jpg}} + + \titlepage +\end{frame} +} + +\institute{UZH,IFJ} + + +\section[Outline]{} +\begin{frame} +\tableofcontents +\end{frame} + +%normal slides + + + +\section{Chopping technique} +\subsection{General idea} + +\begin{frame}\frametitle{Chopping Data Set, How to} +{~} +\begin{center} + +\begin{columns} +\column{2in} +\includegraphics[scale=.14]{images/data2.png} + +\column{3in} +1. Reshuffling the events to guarantee the uniformity of the data. +\end{columns} + +\begin{columns} +\column{2in} +\includegraphics[scale=.14]{images/data3.png} + +\column{3in} +2. Chopping in sub-samples. +\end{columns} + +\begin{columns} +\column{2in} +\includegraphics[scale=.14]{images/data4.png} + +\column{3in} +3. Training using n-1 sub-samples and applying the result on the remaining one (iteratively) \\ +Increase in the statistics used in the training (more stable MVA response), no bias in the result :-) +\end{columns} + + +\end{center} +\end{frame} + +\subsection{Performance gain} + +\begin{frame}\frametitle{Chopping performance (I)} +{~} +\begin{center} +\begin{itemize} +\item Chopping technique studied with MatrixNet and the BDT (TMVA) +\item Comparison of ROC curves for different sampling in the chopping procedure +\item Comparison repeated for different input variable configurations + +\end{itemize} + +\end{center} +\end{frame} + +\begin{frame}\frametitle{Chopping performance (II)} +{~} +\begin{center} +%\begin{Large} +Comparison performed using as input: var5 + hadron DLL = BASE +%\end{Large} +\begin{columns} + +\column{2.5in} +\center MatrixNet\\ +\center \includegraphics[scale=.28]{images/foldsPIDK-2-5-9.png} +\column{2.5in} +%foldsPIDK-2-5-9.png +\center TMVA \\ +\center \includegraphics[scale=.15]{images/fold_base.png} + +\end{columns} +Better performance with 9 sub-samples for training. +\end{center} +\end{frame} + +\begin{frame}\frametitle{Chopping performance (III)} +{~} +\begin{center} +%\begin{Large} +Comparison performed using as input: base + ISO + TAUERR + MUPID\\ +\begin{itemize} +\item \small Data-MC comparison and single variable effect in the BDT performance in few slides. +\end{itemize} +%\end{Large} +\begin{columns} + +\column{2.5in} +MatrixNet +\center \includegraphics[scale=.22]{images/folds2-5-9.png} +\column{2.5in} +%foldsPIDK-2-5-9.png +TMVA +\center \includegraphics[scale=.1115]{images/FUCK.png} + +\end{columns} + +\end{center} +\small Better performance with 9 sub-samples for training: result more evident here than with + less variables as expected from statistics +\end{frame} + + +\begin{frame}\frametitle{Implication for the analysis} +{~} +\begin{itemize} +\item The tuple to be analyzed will have only 1 branch which contains the different MVAs for the different subsamples. +\item The MC for the acceptance correction will contain one branch that is the average of the different BDTs. +\item Thanks to the reshuffling the BDT response over many sample is the same as the average of the BDTs. +%\item Complication is only in the training phase and preparing the ntuples, after that the analysis goes exactly in the same way as having only 1 BDT. +\end{itemize} +\textbf{Complication is only in the training phase and preparing the ntuples, after that the analysis goes exactly in the same way as having only 1 BDT.} + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\begin{frame}\frametitle{Chopping conclusions} +{~} +\begin{itemize} +\item Gain in performance with the chopping technique even more evident with more variables (as expected). +\item Almost no extra complication/work needed in the data analysis. +\item In the BACKUPS you have chopping for different configurations of variables. + +\end{itemize} +\end{frame} + + +\section{Proposal of new variables} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\begin{frame}\frametitle{Proposal of new variables for the MVA} +{~} +Definitions:\\ +\begin{itemize} +\item Last BDT:\\ BDT presented on $21^{th}$ of August 2013. Includes:Var5+probNN($\pi$, $\PK$, $\mu$) and isolation. +\item Baseline:\\ +Var5+PiPIDK+KPDK +\item New variables proposed for MVA: +\begin{itemize} +\item TAUERR +\item FD +\item MUPID +\item ISO +\end{itemize} +\end{itemize} + + + + +\end{frame} + +\subsection{MC/DATA comparison} +\begin{frame}\frametitle{MC/DATA Comparison} +\begin{columns} +\column{2.5in} +\center \includegraphics[scale=.15]{images/B0_FD.png} + +\column{2.5in} +\center \includegraphics[scale=.15]{images/B0_TAU.png} + +\end{columns} + +\begin{columns} +\column{1.6in} +\center \includegraphics[scale=.15]{images/B0_TAUERR.png} + +\column{1.6in} +\center \includegraphics[scale=.15]{images/iso.png} + +\column{1.6in} +\center \includegraphics[scale=.15]{images/iso_NEW.png} + +\end{columns} + + + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 +\subsection{Performance gain (ROC, 1:1 comparison last BDT) } +\begin{frame}\frametitle{ New variables performance(I) } + +\begin{columns} +\column{2.5in} +\center PID=DLL\\ +\center \includegraphics[scale=.15]{images/ROC_ALL.png} + +\column{2.5in} +\center PID=ProbNN\\ + +\center \includegraphics[scale=.15]{images/ROC_ALL_PROBNN.png} + +\end{columns} +\begin{itemize} +\item ROC curve comparison of several variables configurations. +\item Best performance adding FD, MUPID, TAUERR and ISO (pink line) +\item Best performance of the ProbNN +\end{itemize} + +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 +\begin{frame}\frametitle{ New variables performance(II), ISO GAIN } + +\begin{columns} +\column{2.5in} +\center PID=DLL\\ +\center \includegraphics[scale=.15]{images/ROC_ALL_ISO.png} + +\column{2.5in} +\center PID=ProbNN\\ + +\center \includegraphics[scale=.15]{images/ROC_ALL_PROBNN_ISO.png} + +\end{columns} +\begin{itemize} +\item Include ISO + +\end{itemize} + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 +\begin{frame}\frametitle{ New variables performance(III),\\ ISO+MUPID+TAUERR+FD } + +\begin{columns} +\column{2.5in} +\center PID=DLL\\ +\center \includegraphics[scale=.15]{images/ROC_ALL_ISO_MUPID.png} +\begin{itemize} +\item Include ISO and MUPID + +\end{itemize} +\column{2.5in} +\center PID=ProbNN\\ + +\center \includegraphics[scale=.15]{images/ROC_ALL_PROBNN_ISO_MUPID.png} +\begin{itemize} +\item Include ISO and MUPID + +\end{itemize} +\end{columns} + + +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 +\begin{frame}\frametitle{ New variables performance(IV) } +\begin{itemize} +\item Good data/MC agreement (reasonable for the ISO, and not worse than the old one) +\item Best performance obtained adding FD, MUPID, TAUERR and ISO +\item Best performance of the ProbNN +\item MUPID will be also useful against peaking misidentified background. +\end{itemize} + + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +\section{Conclusions} + +\begin{frame}\frametitle{Selections comparison} +\begin{itemize} + +\item MatrixNet outperformed TMVA. +\item All fits made in the same way as Sam did(fixing the same parameters to the same values) +\item 1:1 comparison with the last BDT and the baseline. +\item Same data for both. +\end{itemize} + + +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{1:1 comparison with Last BDT (I) } +\begin{center} + +\begin{tabular}{ |c||c|c||c|c||c|c| } + \hline + $q^2$ &\multicolumn{2}{|c|}{Last BDT} & \multicolumn{2}{|c|}{MatrixNet}\\ \hline \hline + $[GeV^2]$ & Signal & Bck & Signal & Bck \\ \hline + $0.1,2$ & $407 \pm 25$ & $58 \pm 7$ & $412 \pm 22 $ & $39 \pm 5$ \\ \hline + $2, 4.3$ & $202 \pm 19$ & $95 \pm 7$ & $220 \pm 17$ & $54 \pm 5$ \\ \hline + $4.3, 8.68$ & $573 \pm 32$ & $170 \pm 10$ & $591 \pm 28 $ & $131 \pm 8$ \\ \hline + $10.09, 12.86$ & $508 \pm 26$ & $93 \pm 7$ & $508 \pm 25$ & $88 \pm 7$ \\ \hline + $14.18, 16$ & $310 \pm 20$ & $49 \pm 5$ & $324 \pm 20$ & $43. \pm 6$ \\ \hline + $16, 19$ & $359 \pm 29$ & $34 \pm 8$ & $373 \pm 21$ & $35 \pm 5$ \\ \hline + $0.1, 19$ & $2355.2 \pm 63$ & $510 \pm 19$ & $2365 \pm 55 $ & $403 \pm 15$ \\ \hline +\end{tabular}\\ +\end{center} + +%This is more then $5\sigma$ significant improvement in back of the envelope calculation. + +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Comparison between different configuration (II) } +\begin{center} + +\begin{tabular}{ |c||c|c||c|c||c|c| } + \hline + $q^2$ &\multicolumn{2}{|c|}{MN Baseline\footnote{Var+KPIDLL}} & \multicolumn{2}{|c|}{MN FULL\footnote{Var5+ProbNN+Iso+FD+TAUERR}}\\ \hline \hline + $[GeV^2]$ & Signal & Bck & Signal & Bck \\ \hline + $0.1,2$ & $384 \pm 22$ & $66 \pm 8$ & $419 \pm 21 $ & $37 \pm 5$ \\ \hline + $2, 4.3$ & $249 \pm 21$ & $120 \pm 9$ & $225 \pm 18$ & $50 \pm 8$ \\ \hline + $4.3, 8.68$ & $641 \pm 32$ & $255 \pm 12$ & $591 \pm 28 $ & $130 \pm 8$ \\ \hline + $10.09, 12.86$ & $534 \pm 27$ & $140 \pm 9$ & $510 \pm 25$ & $86 \pm 7$ \\ \hline + $14.18, 16$ & $328 \pm 21$ & $73 \pm 6$ & $328 \pm 20$ & $46. \pm 5$ \\ \hline + $16, 19$ & $386 \pm 21$ & $65 \pm 8$ & $361 \pm 20$ & $36 \pm 5$ \\ \hline + $0.1, 19$ & $2501 \pm 60$ & $741 \pm 22$ & $2369 \pm 55 $ & $396 \pm 15$ \\ \hline +\end{tabular}\\ +\end{center} + +%This is more then $5\sigma$ significant improvement in back of the envelope calculation. + +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\begin{frame}\frametitle{Comparison between different configuration (III) } +\begin{center} + +\begin{tabular}{ |c||c|c||c|c||c|c| } + \hline + $q^2$ &\multicolumn{2}{|c|}{MN FULL DLL\footnote{Var5+DLL+Iso+FD+TAUERR}} & \multicolumn{2}{|c|}{MN FULL\footnote{Var5+ProbNN+Iso+FD+TAUERR}}\\ \hline \hline + $[GeV^2]$ & Signal & Bck & Signal & Bck \\ \hline + $0.1,2$ & $365 \pm 23$ & $43 \pm 6$ & $419 \pm 21 $ & $37 \pm 5$ \\ \hline + $2, 4.3$ & $227 \pm 21$ & $65 \pm 6$ & $225 \pm 18$ & $50 \pm 8$ \\ \hline + $4.3, 8.68$ & $599 \pm 29$ & $154 \pm 9$ & $591 \pm 28 $ & $130 \pm 8$ \\ \hline + $10.09, 12.86$ & $511 \pm 24$ & $164 \pm 7$ & $510 \pm 25$ & $86 \pm 7$ \\ \hline + $14.18, 16$ & $321 \pm 20$ & $47 \pm 6$ & $328 \pm 20$ & $46. \pm 5$ \\ \hline + $16, 19$ & $364 \pm 21$ & $39 \pm 6$ & $361 \pm 20$ & $36 \pm 5$ \\ \hline + $0.1, 19$ & $2373 \pm 56$ & $468 \pm 16$ & $2369 \pm 55 $ & $396 \pm 15$ \\ \hline +\end{tabular}\\ +\end{center} + +%This is more then $5\sigma$ significant improvement in back of the envelope calculation. + +\end{frame} + + + + + + + + + +\begin{frame}\frametitle{MatrixNet efficiency} +\begin{itemize} +%\item MatrixNet Efficiency +\item Sim08 PHSP +\item Efficiency defined as $ \epsilon= n_{evts}(after MN)/n_{evts}(after presel.)$ + +\end{itemize} + + + +\begin{columns} + +\column{1.2in} +\begin{center} + + +\includegraphics[scale=.12]{images/phi.png}\\ +\end{center} + +\column{1.2in} +\begin{center} +\includegraphics[scale=.12]{images/q2.png}\\ + +\end{center} +\column{1.2in} +\begin{center} +\includegraphics[scale=.12]{images/thetak.png}\\ +%\includegraphics[scale=.125]{images/thetal.png}\\ +\end{center} +\column{1.2in} +\begin{center} +\includegraphics[scale=.12]{images/thetal.png}\\ +\end{center} +\end{columns} +\begin{itemize} +\item Flat response in the angles and in $q^2$ +\end{itemize} + +\end{frame} +\begin{frame}\frametitle{Conclusions} + +\begin{itemize} +\item Gain using the chopping technique, without extra complications in the analysis procedure +\item Gain in performance using new variables which showed good agreement with MC +\item Gain in performance using MatrixNet (respect to previous BDTs) +\item Reduced background events keeping same signal efficiency. +\end{itemize} + + + +\end{frame} + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +\begin{frame}\frametitle{~} +{~} + +\begin{LARGE} +BACKUP +\end{LARGE} + +\end{frame} + +\begin{frame}\frametitle{~} +{~} +Base+MCISO\\ +\includegraphics[scale=.18]{images/folds2.png} + + + +\end{frame} + +\begin{frame}\frametitle{~} +{~} +Base+ISO\\ +\includegraphics[scale=.18]{images/FUCK2.png} + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + + +\begin{frame}\frametitle{~} +{~} + +\includegraphics[scale=.28]{images/Compare.png} + +\end{frame} + + + + +\begin{frame}\frametitle{MN:Iso+var+probNNx4} +{~} +Base+ISO\\ +\includegraphics[scale=.28]{images/MN_0p45.png} + +\end{frame} +\begin{frame}\frametitle{BASE} +{~} +\includegraphics[scale=.28]{images/MN_0p2.png} + +\end{frame} + +\begin{frame}\frametitle{FULL} +{~} +\includegraphics[scale=.28]{images/MN_0p48.png} + +\end{frame} + +\begin{frame}\frametitle{matrix Net ROC} +{~} +\includegraphics[scale=.4]{images/10_15vars(7-14).png} + +\end{frame} +\end{document} \ No newline at end of file diff --git a/Kstmumu/TMVA2/TMVA2.toc b/Kstmumu/TMVA2/TMVA2.toc new file mode 100644 index 0000000..1bbb5e6 --- /dev/null +++ b/Kstmumu/TMVA2/TMVA2.toc @@ -0,0 +1,8 @@ +\beamer@endinputifotherversion {3.10pt} +\beamer@sectionintoc {2}{Chopping technique}{3}{0}{1} +\beamer@subsectionintoc {2}{1}{General idea}{3}{0}{1} +\beamer@subsectionintoc {2}{2}{Performance gain}{4}{0}{1} +\beamer@sectionintoc {3}{Proposal of new variables}{9}{0}{2} +\beamer@subsectionintoc {3}{1}{MC/DATA comparison}{10}{0}{2} +\beamer@subsectionintoc {3}{2}{Performance gain (ROC, 1:1 comparison last BDT) }{11}{0}{2} +\beamer@sectionintoc {4}{Conclusions}{15}{0}{3} diff --git "a/Kstmumu/TMVA2/images/10_15vars\0507-14\051.png" "b/Kstmumu/TMVA2/images/10_15vars\0507-14\051.png" new file mode 100644 index 0000000..4997e2e --- /dev/null +++ "b/Kstmumu/TMVA2/images/10_15vars\0507-14\051.png" Binary files differ diff --git a/Kstmumu/TMVA2/images/B0_FD.png b/Kstmumu/TMVA2/images/B0_FD.png new file mode 100644 index 0000000..84410d1 --- /dev/null +++ b/Kstmumu/TMVA2/images/B0_FD.png Binary files differ diff --git a/Kstmumu/TMVA2/images/B0_TAU.png b/Kstmumu/TMVA2/images/B0_TAU.png new file mode 100644 index 0000000..eef2cef --- /dev/null +++ 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+%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 +\definecolor{mygreen}{cmyk}{0.82,0.11,1,0.25} +\setbeamertemplate{blocks}[rounded][shadow=false] +\addtobeamertemplate{block begin}{\pgfsetfillopacity{0.8}}{\pgfsetfillopacity{1}} +\setbeamercolor{structure}{fg=mygreen} +\setbeamercolor*{block title example}{fg=mygreen!50, +bg= blue!10} +\setbeamercolor*{block body example}{fg= blue, +bg= blue!5} + + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%\beamersetuncovermixins{\opaqueness<1>{25}}{\opaqueness<2->{15}} +\title{$\PB \to \PKstar \mu \mu$ selection} +\author{\underline{Marcin Chrzaszcz}$^{1,2}$, Tatiana Likhomanenko$^{3,4}$,\\ Andrey Ustyuzhanin$^{3,4,5}$} +\date{\today} + +\begin{document} + +{ +\institute{$^1$ University of Zurich, $^2$ Institute of Nuclear Physics, $^3$ Yandex, $^4$ Kurchatov Institute, $^5$ Imperial College} +\setbeamertemplate{footline}{} +\begin{frame} +\logo{ +\vspace{2 mm} +\includegraphics[height=1cm,keepaspectratio]{images/uzh.jpg}~ +\includegraphics[height=1cm,keepaspectratio]{images/ifj.png}} + + \titlepage +\end{frame} +} + +\institute{UZH,IFJ} + + + + +%normal slides +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Reminder} +{~} +On last $\PKstar \mu \mu$ meeting we agreed on: +\begin{center} +\begin{itemize} +\item Use 10 Folds. +\item Use DLL instead of ProbNN. +\item Use isolation inside MVA. +\item Use DLL for $\mu$. +\end{itemize} +Remaining issues: +\begin{itemize} +\item Data agreement +\item Use new isolation or the old one +\item From me: TMVA vs MatrixNet + + +\end{itemize} +\end{center} +\end{frame} +\section[Outline]{} +\begin{frame} +\tableofcontents +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\section{Comparison of the performance of each sub-sample from the chopping technique} + +\begin{frame}\frametitle{Fold comparison Background} +{~} +\begin{columns} +\column{1.3in} +\center BDT \\ +\center \includegraphics[scale=.14]{images_v3/background_BDT.png} + + +\column{1.3in} +\center BDTG \\ + +\center \includegraphics[scale=.14]{images_v3/background_BDTG.png} + + +\column{1.3in} +\center MatrixNet \\ + +\center \includegraphics[scale=.14]{images_v3/background_MNoldISO.png} + + +\end{columns} + + \begin{exampleblock}{Conclusion} +Everything is very consistent. + \end{exampleblock} + + + +\end{frame} + +\begin{frame}\frametitle{Fold comparison Background ZOOM} +{~} +\begin{columns} +\column{1.3in} +\center BDT \\ +\center \includegraphics[scale=.14]{images_v3/background_BDTZOOM.png} + + +\column{1.3in} +\center BDTG \\ + +\center \includegraphics[scale=.14]{images_v3/background_BDTGZOOM.png} + + +\column{1.3in} +\center MatrixNet \\ + +\center \includegraphics[scale=.14]{images_v3/background_MNoldISOZOOM.png} + + +\end{columns} + \begin{exampleblock}{Conclusion} +We only see statistical fluctuations within $2\sigma$. What would one expect with 10 folds. + \end{exampleblock} + + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 +\begin{frame}\frametitle{Fold comparison Sploted $\PKstar \mu \mu$} +{~} +\begin{columns} +\column{1.3in} +\center BDT \\ +\center \includegraphics[scale=.14]{images_v3/splot_BDT.png} + + +\column{1.3in} +\center BDTG \\ + +\center \includegraphics[scale=.14]{images_v3/splot_BDTG.png} + + +\column{1.3in} +\center MatrixNet \\ + +\center \includegraphics[scale=.14]{images_v3/splot_MNOLDISO.png} + + +\end{columns} + \begin{exampleblock}{Conclusion} +Again everything very consistent. + \end{exampleblock} + + +\end{frame} + +\begin{frame}\frametitle{Fold comparison Sploted $\PKstar \mu \mu$ ZOOM} +{~} +\begin{columns} +\column{1.3in} +\center BDT \\ +\center \includegraphics[scale=.14]{images_v3/splot_BDTZOOM.png} + + +\column{1.3in} +\center BDTG \\ + +\center \includegraphics[scale=.14]{images_v3/splot_BDTGZOOM.png} + + +\column{1.3in} +\center MatrixNet \\ + +\center \includegraphics[scale=.14]{images_v3/splot_MNOLDISOZOOM.png} + + +\end{columns} + \begin{exampleblock}{Conclusion} +Again everything very consistent with statistical fluctuations. + \end{exampleblock} + + +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\begin{frame}\frametitle{Acceptance} + \begin{exampleblock}{~} + All the classifiers show the same behavior: only the BDT is shown here (others in the backup) \end{exampleblock} +\begin{columns} + +\column{2.5in} +\center \includegraphics[scale=.11]{img_BDT/thetal.png}\\ + +\column{2.5in} +\center \includegraphics[scale=.11]{img_BDT/q2.png} + +\end{columns} +%%%%%%%%%% +\begin{columns} + +\column{1.3in} +\center \includegraphics[scale=.11]{img_BDT/thetak.png} + +\column{1.3in} +\center \includegraphics[scale=.11]{img_BDT/q2.png} + + +\column{1.3in} +\center \includegraphics[scale=.11]{images_v3/Kpimass.png} + + +\end{columns} + + +\end{frame} + + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Chopping stability I} + I have tested each formula on MC following the procedure: + \begin{itemize} + \item Add 10 formulas to MC ntuples. + \item For each formula make a cut. + \item Calculate the efficiency. + \end{itemize} + + +\end{frame} +\begin{frame}\frametitle{Chopping stability I, BDTG} +\begin{center} + + \begin{tabular}{ |c|c|c| } + \hline + Fold & Eff.$[\%]$ & Err.$[\%]$ \\ \hline + 0 & $86.86$ & $0.09$ \\ \hline + 1 & $87.04$ & $0.09$ \\ \hline + 2 & $87.02$ & $0.09$ \\ \hline + 3 & $86.88$ & $0.09$ \\ \hline + 4 & $86.94$ & $0.09$ \\ \hline + 5 & $87.02$ & $0.09$ \\ \hline + 6 & $87.10$ & $0.09$ \\ \hline + 7 & $86.99$ & $0.09$ \\ \hline + 8 & $87.14$ & $0.09$ \\ \hline + 9 & $87.12$ & $0.09$ \\ \hline + + \hline +\end{tabular} + \begin{exampleblock}{Conclusion} +Everything consistent with statistical fluctuations! + \end{exampleblock} + +\end{center} +\end{frame} + +\begin{frame}\frametitle{Chopping stability II, MatrixNet} +\begin{center} + + \begin{tabular}{ |c|c|c| } + \hline + Fold & Eff.$[\%]$ & Err.$[\%]$ \\ \hline + 0 & $89.56$ & $0.08$ \\ \hline + 1 & $89.59$ & $0.08$ \\ \hline + 2 & $89.59$ & $0.08$ \\ \hline + 3 & $89.60$ & $0.08$ \\ \hline + 4 & $89.56$ & $0.08$ \\ \hline + 5 & $89.56$ & $0.08$ \\ \hline + 6 & $89.60$ & $0.08$ \\ \hline + 7 & $89.63$ & $0.08$ \\ \hline + 8 & $89.65$ & $0.08$ \\ \hline + 9 & $89.55$ & $0.08$ \\ \hline + + \hline +\end{tabular} + \begin{exampleblock}{Conclusion} +Everything consistent with statistical fluctuations! + \end{exampleblock} + + + +\end{center} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{MC Data comparison} + \begin{exampleblock}{} +We performed MC/Data comparison using weights provided by Sam. + \end{exampleblock} + +\begin{columns} + +\column{2.5in} +\center \includegraphics[scale=.14]{images_v3/iso.png}\\ +\center \includegraphics[scale=.14]{images_v3/iso_NEW.png} + +\column{2.5in} +\center \includegraphics[scale=.155]{images_v3/MN_datamc.png}\\ + \begin{exampleblock}{Conclusion} +\small New Isolation in slightly better agreement. \\ +\small MatrixNet in similar agreement as BDT. + \end{exampleblock} + +\end{columns} + + + +\end{frame} + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Effect of new K-pi mass window on the chopping I} + + Due to enlarged K-pi mass window the gain of chopping is reduced (but remember, the chopping helps also in keeping the results more homogeneous) + +\begin{columns} +\column{2.5in} +\center SMALL $\PKstar$ mass. +\center \includegraphics[scale=.23]{images_v3/OLD.png} +\column{2.5in} +\center LARGE $\PKstar$ mass. +\center \includegraphics[scale=.23]{images_v3/NEW.png} + +\end{columns} + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Effect of new K-pi mass window on the chopping II} +\footnotesize We disagree with Sam on this issue.\\ +Not easy to drive conclusion on ROC curve. Numerical results from 2 vs 10 Folds training. + + + \begin{columns} +\column{2.5in} + \center 10 Folds, Large $\PKstar$ mass cut. + \center \center \includegraphics[scale=.155]{images_v3/MN_0p15.png} + + + \column{2.5in} + \center 2 Folds, Large $\PKstar$ mass cut. + \center \center \includegraphics[scale=.155]{images_v3/MN_0p16.png} + \end{columns} + + \begin{exampleblock}{Conclusion} +One gaisn $5\%$ background rejection. + \end{exampleblock} + + + +\end{frame} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\section{TMVA vs MN performance} +\begin{frame}\frametitle{TMVA vs MN} +\footnotesize Both classifiers show the same level of correlation in angles. Let's see their performance. + \begin{columns} +\column{2.5in} + \center MatrixNet\\ + \center \center \includegraphics[scale=.2]{images_v3/MN_0p15.png} + + + \column{2.5in} + \center BDTG + \center \center \includegraphics[scale=.2]{images_v3/BDTG_0p77.png} + \end{columns} + \begin{exampleblock}{Conclusion} + Matrix Net we gain $2.4\%$ in signal and $6.9\%$ of bck rejection. + \end{exampleblock} + +\end{frame} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{MatrixNet numbers} +\begin{center} + +\begin{tabular}{ |c||c|c||c|c||c|c| } + \hline + $q^2$ &\multicolumn{2}{|c||}{MatrixNet} &\multicolumn{2}{|c||}{BDTG} \\ \hline \hline + $[GeV^2]$ & Signal & Bck & Signal & Bck \\ \hline + $0.1,2$ & $484 \pm 24$ & $54 \pm 7$ & $465 \pm 24$ & $58 \pm 7$ \\ \hline + $2, 4.3$ & $291 \pm 21$ & $84 \pm 8$ & $270 \pm 20$ & $98 \pm 7$ \\ \hline + $4.3, 8.68$ & $823 \pm 34$ & $221 \pm 11$ & $807 \pm 34$ & $235 \pm 11$ \\ \hline + $10.09, 12.86$ & $660 \pm 28$ & $138 \pm 7$ & $658 \pm 28$ & $142 \pm 8$ \\ \hline + $14.18, 16$ & $481 \pm 24$ & $58 \pm 5$ & $467 \pm 24$ & $66 \pm 6$ \\ \hline + $16, 19$ & $532 \pm 25$ & $60 \pm 7$ & $529 \pm 25$ & $61 \pm 7$\\ \hline + $0.1, 19$ & $3252 \pm 65$ & $638 \pm 20$ & $3173 \pm 65$ & $685 \pm 20$ \\ \hline +\end{tabular}\\ +\end{center} + +%This is more then $5\sigma$ significant improvement in back of the envelope calculation. + +\end{frame} + + + + + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\section{Conclusion} +\begin{frame}\frametitle{Conclusion} + \begin{enumerate} + \item Agreement in the MVA distribution for different sub-samples from the chopping: chopping helps in keeping results more homogeneous! + \item Effectively we can use one classifier; simplification of the analysis. + \item Slightly better performance of chopping in case of Larger $\PKstar$ mass window. + \item New isolation is slightly better then the $\PBs\to \mu \mu$. + \item MatrixNet performed slightly better then BDT. + \end{enumerate} +{~} + \begin{exampleblock}{From last time (in agreement with present Sam's studies)} +\begin{itemize} +\item ProbbNN performs better than DLL (from our studies $15\%$ less background) +\item NewIso slightly better than $\PBs \to \mu \mu$ (but with better Data/MC agreement). +\end{itemize} + \end{exampleblock} + + +\end{frame} +%\section{TMVA vs MN performance} +\begin{frame}\frametitle{~} + +\center \Huge BACKUP + + +\end{frame} + +\begin{frame}\frametitle{} + + + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%55 + +\begin{frame}\frametitle{Acceptance MatrixNet} + \begin{exampleblock}{~} +MatrixNet + \end{exampleblock} +\begin{columns} + +\column{2.5in} +\center \includegraphics[scale=.11]{images_v3/thetal.png}\\ +\center \includegraphics[scale=.11]{images_v3/thetak.png} + +\column{2.5in} +\center \includegraphics[scale=.11]{images_v3/phi.png}\\ +\center \includegraphics[scale=.11]{images_v3/q2.png} + +\end{columns} + + +\end{frame} + + + +\end{document} \ No newline at end of file diff --git a/Kstmumu/TMVA3/TMVA3.toc b/Kstmumu/TMVA3/TMVA3.toc new file mode 100644 index 0000000..ffa602f --- /dev/null +++ b/Kstmumu/TMVA3/TMVA3.toc @@ -0,0 +1,4 @@ +\beamer@endinputifotherversion {3.10pt} +\beamer@sectionintoc {2}{Comparison of the performance of each sub-sample from the chopping technique}{4}{0}{1} +\beamer@sectionintoc {3}{TMVA vs MN performance}{15}{0}{2} +\beamer@sectionintoc {4}{Conclusion}{17}{0}{3} diff --git "a/Kstmumu/TMVA3/images/10_15vars\0507-14\051.png" "b/Kstmumu/TMVA3/images/10_15vars\0507-14\051.png" new file mode 100644 index 0000000..4997e2e --- /dev/null +++ "b/Kstmumu/TMVA3/images/10_15vars\0507-14\051.png" Binary files differ diff --git a/Kstmumu/TMVA3/images/B0_FD.png b/Kstmumu/TMVA3/images/B0_FD.png new file mode 100644 index 0000000..84410d1 --- /dev/null +++ b/Kstmumu/TMVA3/images/B0_FD.png Binary files differ 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+\usepackage{amsmath} +\newcommand\abs[1]{\left|#1\right|} +\usepackage{iwona} +\usepackage{hepparticles} +\usepackage{hepnicenames} +\usepackage{hepunits} +\progressbaroptions{imagename=images/mlerning.png} +%\usetheme{Boadilla} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 +\definecolor{mygreen}{cmyk}{0.82,0.11,1,0.25} +\setbeamertemplate{blocks}[rounded][shadow=false] +\addtobeamertemplate{block begin}{\pgfsetfillopacity{0.8}}{\pgfsetfillopacity{1}} +\setbeamercolor{structure}{fg=mygreen} +\setbeamercolor*{block title example}{fg=mygreen!50, +bg= blue!10} +\setbeamercolor*{block body example}{fg= blue, +bg= blue!5} + + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%\beamersetuncovermixins{\opaqueness<1>{25}}{\opaqueness<2->{15}} +\title{Machine learning - from theory to practice} +\author{Marcin Chrzaszcz$^{1,2}$} +\date{\today} + +\begin{document} + +{ +\institute{$^1$ University of Zurich, $^2$ Institute of Nuclear Physics in Krakow} +\setbeamertemplate{footline}{} +\begin{frame} +\logo{ +\vspace{2 mm} +\includegraphics[height=1cm,keepaspectratio]{images/uzh.jpg}{~}{~} +\includegraphics[height=1cm,keepaspectratio]{images/ifj.png} +} + + \titlepage +\end{frame} +} + +\institute{UZH,IFJ} + + +\section[Outline]{} +\begin{frame} +\tableofcontents +\end{frame} + +%normal slides + + +\section{Introduction} + +\begin{frame}\frametitle{Lets start from a joke} +\only<1>{ +Q: What is the difference between a physicist and a big pizza?\\ +{~} + +} +\only<2>{ +Q: What is a difference between a physicist and a big pizza?\\ +A: Pizza is enough to feed the full family. + +} + + +\end{frame} + + + + + +%\subsection{Folding technique} + +\begin{frame}\frametitle{What is machine learning} +{~} +\begin{center} +\only<1> +{ +\begin{enumerate} +\item Machine learning: +\begin{itemize} +\item It is a science about how to construct a system that can learn from data. +\end{itemize} +\end{enumerate} +{~}\\{~}\\{~}\\{~}\\{~}\\{~} +} +\only<2> +{ +\begin{enumerate} +\item Machine learning: +\begin{itemize} +\item It is a science about how to construct a system that can learn from data. +\end{itemize} +\item To be less precise but more intuitive it helps you solve problems like: +\begin{itemize} +\item Predict the price of a stock in 6 months from now, on the basis of company performance measures and economic data. +\item Identify the numbers in a handwritten ZIP code, from a digitized image. +\item etc. +\end{itemize} + +\end{enumerate} + +} + +\only<3> +{ +A simple example:\\ + +\includegraphics[scale=.25]{images/example1.png} + +} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +\end{center} +\end{frame} +\section{Linear Models for regression} +\begin{frame}\frametitle{Linear Models} +{~} +\begin{itemize} +\item Let's assume we have a vector of inputs: $X^T =(X_1,X_2,...,X_p)$. +\item We predict the output of our machine/classifiers: +\begin{equation} +\widehat{Y} = \beta_0 + \sum\limits_{j=1}^p \beta_j X_j = \sum\limits_{j=0}^p \beta_j X_j = X^T \widehat{\beta} +\end{equation} +\item To fit this one could use the method of least squares: +\begin{equation} +RSS(\beta)= \sum\limits_{j=1}^n (y_i-x_i^T\beta)^2 +\end{equation} +\item It's a quadratic function in $\beta$ so minimum exists. +\end{itemize} + + +\end{frame} +\begin{frame}\frametitle{Linear Models - Example} +{~} +Probably I have already managed to bore you, so let's look at an example: +\begin{itemize} +\item We have two pairs of simulated data: $X_1$, $X_2$ +\item A linear regression was fit to these data. +\item Response $\widehat{Y}$ color coded: +\begin{equation} +\widehat{G}(\widehat{Y}) = + \begin{cases} + \color{orange}{orange} & \text{if } \widehat{Y} \geq 0.5 \\ + \color{blue}{blue} & \text{if } \widehat{Y} < 0.5 + \end{cases} +\end{equation} +\end{itemize} + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Linear Models - Example} +\only<1>{ +\begin{columns} +\column{3in} + +\begin{center} +\includegraphics[scale=.25]{images/linear.png} + +\end{center} + + +\column{2in} + +\begin{itemize} +\item We see that in $\mathcal{R}^2$ space we used the boundary ${x:x^T\widehat{\beta}=0.5}$ +\item There exists a number of points that have been misclassified on both sides. +\item Looks like our linear model is not appropriate. + +\end{itemize} +\end{columns} +} + +\only<2> +{ +We didn't say anything about the two test samples. The usual scenarios: +\begin{enumerate} +\item The training data in each class were generated from bivariate Gaussian distributions with uncorrelated components and different means. +\item The training data in each class came from a mixture of 10 low-variance Gaussian distributions, with individual means themselves distributed as Gaussian + +\end{enumerate} +I use Gaussian because it's easy to generate and has a nice interpretation. + + +} +\end{frame} + +\begin{frame}\frametitle{Nearest-Neighbor Method} + +\begin{itemize} +\item Nearest-neighbor methods use those observations in the training set of $k$ closest in input space to x to construct $\widehat{Y}$: +\begin{equation} +\widehat{Y}(x)=\dfrac{1}{k} \sum\limits_{x_i \in N_k(x)} y_i , +\end{equation} +where $N_k(x)$ is the neighborhood of x defined by the k closest points $x_i$ in the training sample. +\item Let's assume a Euclidean metric and calculate and repeat the same example but with a new function. +\item For example we can put $k=15$ and $k=1$. +\end{itemize} + +\end{frame} + +\begin{frame}\frametitle{Nearest-Neighbor Example} +\only<1>{ +\begin{center} +\begin{columns} +\column{2.5in} +\begin{center} +$k=15$\\{~}\\ +\includegraphics[scale=.18]{images/n15.png} +\end{center} +\column{2.5in} +\begin{center} +\begin{itemize} +\item Fewer training observations are misclassified. +\item This should not give you too much hope! +\item See next example. + +\end{itemize} +\end{center} +\end{columns} +\end{center} +} +\only<2>{ +\begin{center} +\begin{columns} +\column{2.5in} +\begin{center} +$k=1$\\{~}\\ +\includegraphics[scale=.18]{images/n1.png} +\end{center} +\column{2.5in} +\begin{center} +\begin{itemize} +\item No points are misclassified! +\item Clearly this doesn't tell you anything about the real distribution. +\item You should always check your methods on a testing sample. +\item aka train on half of the data and apply classifier to the second half and see if they agree +\end{itemize} +\end{center} +\end{columns} +\end{center} +} + + +\end{frame} + +\begin{frame}\frametitle{Bias-Variance Tradeoff} +{~} +\only<1>{ +\begin{itemize} +\item All methods I have described so far have a parameter that needs to be tuned. +\item There are two competing forces. +\item The trick is to balance the effect. +\item Let's make an example based on Nearest-Neighbor. +\item The test error ($Y=f(X)+\epsilon$): +\end{itemize} +\begin{equation} +EPE_k(x_0) = \sigma^2+[f(x_0)-\dfrac{1}{k} \sum\limits_{l=1}^k f(x_l)]^2+\dfrac{\sigma^2}{k}, +\end{equation} +where $\sigma=Var(\epsilon)$ +} + +\only<2>{ +\begin{itemize} +\item All the methods that I already described have a parameters that needs to be tuned. +\item There are two competing forces. +\item The trick is balance the effect. +\item Let make an example based on Nearest-Neighbor. +\item The test error ($Y=f(X)+\epsilon$): +\end{itemize} +\begin{equation} +EPE_k(x_0) = \sigma^2+ \underbrace{[f(x_0)-\dfrac{1}{k} \sum\limits_{l=1}^k f(x_l)]^2}_\text{bias}+\underbrace{\dfrac{\sigma^2}{k}}_\text{var} +\end{equation} + +} + +\only<3>{ +\begin{equation} +EPE_k(x_0) = \sigma^2+ \underbrace{[f(x_0)-\dfrac{1}{k} \sum\limits_{l=1}^k f(x_l)]^2}_\text{bias}+\underbrace{\dfrac{\sigma^2}{k}}_\text{var} +\end{equation} +\begin{itemize} +\item Bias component tend to blow up a k increases. +\item On the other hand the variance term decreases as k increases. +\item We are basically balancing on the edge. +\end{itemize} +} +\only<4> +{ +\begin{columns} +\column{3in} +\includegraphics[scale=.18]{images/tradeoff.png} + + +\column{2in} + +$ EPE_k(x_0) = \sigma^2+$\\ +$\underbrace{[f(x_0)-\dfrac{1}{k} \sum\limits_{l=1}^k f(x_l)]^2}_\text{bias}+\underbrace{\dfrac{\sigma^2}{k}}_\text{var}$ + +\end{columns} +} + +\end{frame} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\section{Complex models} +\begin{frame}\frametitle{Other complex models} +Other complex models include: +\begin{itemize} +\item Neural Networks +\item Kernel Methods +\item Sparse Kernel Methods +\item Decision Trees +\item Graphs +\item Sampling methods +\item Mix methods +\item Principal Component Analysis +\item Many others. +\end{itemize} + + +\end{frame} + + +\begin{frame}\frametitle{Neutral Networks} +\only<1>{ +It's simple extension of the linear case: +\begin{equation} +Y(\textbf{x,w})=f(\sum\limits_{j=1}^M w_j\Phi_j(\textbf{x})), +\end{equation} +where:\\ +$\Phi_j(\textbf{x})$ are basis functions,\\ +$f(\centerdot)$ is a nonlinear activation function +} +\only<2> +{ +\raggedright In practice: +\begin{columns} +\column{2in} +\includegraphics[scale=.18]{images/NN.png} + + +\column{3in} +\begin{itemize} +\item Construct linear combinations:\\ +$a_j=w_{ji} x_i+w_{J0}$ +\item Each of the activations ($a_j$) we transform with non-linear function: +\begin{center} $z_j=h(a_j)$ \end{center} +\item Output of this function are called hidden units. +\item $h()$ is usually a sigmoidal function. +\item Then again you construct a linear combination of variables: $a_k=w_{ki} x_i+w_{k0}$ and again put inside the activation function. +\end{itemize} +\end{columns} +} +\only<3> +{ +\raggedright A real world example: +\includegraphics[scale=.18]{images/seminar_MLP.png} + + +} + + +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 + +\begin{frame}\frametitle{Decision trees} +\only<1>{ +\begin{columns} +\column{2.8in} +{~}\includegraphics[scale=.21]{images/dtree.png} + +\column{2.1in} +\begin{itemize} +\item Flow chart(First trees were calculated by hand) +\item Decisions are dependent on previous step. +\item Easy to use. +\item Learning converges fast. +\item Usually one trains 1k of trees for clarifier. +\end{itemize} + + +\end{columns} + +} +\only<2>{ +\begin{columns} +\column{2.3in} +{~}\includegraphics[scale=.18]{images/bdt3.png}\\ +{~}\includegraphics[scale=.18]{images/bdt2.png} + +\column{2.5in} +\begin{itemize} +\item Real example used in LHCb experiment. +\item Search for $\tau \to 3\mu$. +\item Trees are combined using unlikelihood. +\item Most commonly used in HEP. +\end{itemize} + + +\end{columns} + +} + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\section{New methods} +\begin{frame}\frametitle{Folding} +\begin{itemize} + +\item When training one needs to use two samples: training and testing. +\item Training sample can't be used for analysis because of biases. +\item Normally one needs to throw some part of the data away just for training. +\item When ones considers costs throwing away $10\%$ of data is like throwing away 5M dollars a year +\item Could we get that money/data back? +\end{itemize} +\end{frame} + + + + + + +\begin{frame}\frametitle{Folding} +{~} +\begin{center} + +\begin{columns} +\column{2in} +\includegraphics[scale=.14]{images/data2.png} + +\column{3in} +1. Reshuffling the events to guarantee the uniformity of the data. +\end{columns} + +\begin{columns} +\column{2in} +\includegraphics[scale=.14]{images/data3.png} + +\column{3in} +2. Chopping in sub-samples. +\end{columns} + +\begin{columns} +\column{2in} +\includegraphics[scale=.14]{images/data4.png} + +\column{3in} +3. Training using n-1 sub-samples and applying the result on the remaining one (iteratively) \\ +Increase in the statistics used in the training (more stable MVA response), no bias in the result :-) +\end{columns} + + +\end{center} +\end{frame} + +\begin{frame}\frametitle{Folding} +{~} +%\begin{center} +\begin{columns} + +\column{2.5in} +\center \includegraphics[scale=.18]{images/FUCK.png} +\column{2.5in} +\begin{itemize} +\item Standard way to judge a classifier is to look on the ROC(Receiver operating characteristic) curve. +\item Ones sees that not only one can use all data, but one gains with increasing number of folds. +\item Simply statistical explanation. More data to train makes fits inside the classifiers more stable(less sensitive to fluctuations) +\item One can tune the parameters of the classifier to "higher" values. +\end{itemize} + +\end{columns} + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\begin{frame}\frametitle{Folding} +{~} +%\begin{center} +\begin{columns} + +\column{2.5in} +\center \includegraphics[scale=.23]{images/MN_0p48.png} +\column{2.5in} +\begin{itemize} +\item Example from a recently studied channel: $\PB0 \to \PKstar \mu \mu$. +\item Using folding one reduced background from 500 events to 400. +\item Background are extremely dangerous for this analysis. +\end{itemize} + +\end{columns} + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\begin{frame}\frametitle{Ensemble Selection} +{~} +%\begin{center} +\begin{columns} + +\column{2.5in} +\center \includegraphics[scale=.26]{images/blend.png} +\column{2.5in} +\begin{itemize} +\item An ensemble is a collection of models whose predictions are combined by weighting or voting. +\item Add to the ensemble the model in the library that maximizes the ensembles performance. +\item Repeat Step 2 for fixed number of iterations until all models are used. +\begin{enumerate} +\item In practice one can add all the classifiers to one single classifier. +\end{enumerate} + +\end{itemize} + +\end{columns} + +\end{frame} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Ensemble Selection} +{~} +%\begin{center} +\begin{columns} + +\column{2.5in} +\center \includegraphics[scale=.23]{images/BDT_comparison.png} +\column{2.5in} +\begin{itemize} +\item One clearly gains with using this classifier. +\item This is an extension to the Ensemble Selection for the search for $\tau \to 3\mu$. + +\item $\tau$ leptons are produced in one of the given modes: +\begin{itemize} +\item $\PB \to \tau X$ +\item $\PB \to \PD \to \tau X$ +\item $\PB \to \PDs \to \tau X$ +\item $\PDs \to \tau X$ +\item $\PD \to \tau X$ + + +\end{itemize} +\item One clearly gains using this approach :) +\end{itemize} + +\end{columns} + +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\section{Applications} +\begin{frame}\frametitle{Nonscientific application} +{~} + +\center \includegraphics[scale=.3]{images/example.png} + +\end{frame} + +%\section{Applications} +\begin{frame}\frametitle{Nonscientific application} +{~} +\begin{itemize} +\item Revenue prediction for each individual store +\end{itemize} + +\center \includegraphics[scale=.33]{images/example2.png} + +\end{frame} + + + +\begin{frame}\frametitle{Conclusions} +{~} +\begin{itemize} +\item Machine learning is everywhere. +\item One of the fastest developing branches in mathematics. +\item Very profitable business :) +\item Market is there, so maybe for a living apart of hard core mathematics one should think about putting some time into machine learning? +\end{itemize} + + + +\end{frame} + + + + +\end{document} \ No newline at end of file diff --git a/Seminars/Edinburgh/edin.toc b/Seminars/Edinburgh/edin.toc new file mode 100644 index 0000000..6acc2f5 --- /dev/null +++ b/Seminars/Edinburgh/edin.toc @@ -0,0 +1,6 @@ +\beamer@endinputifotherversion {3.10pt} +\beamer@sectionintoc {2}{Introduction}{3}{0}{1} +\beamer@sectionintoc {3}{Linear Models for regression}{8}{0}{2} +\beamer@sectionintoc {4}{Complex models}{19}{0}{3} +\beamer@sectionintoc {5}{New methods}{25}{0}{4} +\beamer@sectionintoc {6}{Applications}{31}{0}{5} diff --git "a/Seminars/Edinburgh/images/10_15vars\0507-14\051.png" "b/Seminars/Edinburgh/images/10_15vars\0507-14\051.png" new file mode 100644 index 0000000..4997e2e --- /dev/null +++ "b/Seminars/Edinburgh/images/10_15vars\0507-14\051.png" Binary files differ diff --git a/Seminars/Edinburgh/images/B0_FD.png b/Seminars/Edinburgh/images/B0_FD.png new file mode 100644 index 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+\usepackage{wasysym} +% \usepackage{pgfpagfes} +% \setbeameroption{show notes on second screen} +%\pgfpagesuselayout{4 on 1}[a4paper,border shrink=5mm,landscape] +\usepackage{xcolor} +\usepackage{xcolor,multirow} +%\usepackage[table]{xcolor} +%\usepackage[dvipsnames]{xcolor} +%\usepackage{amsfonts} +%\usepackage{amsmath} +% \usepackage[amssymb]{SIunits} +%\usepackage{natbib} +%\usepackage{amssymb} +\usepackage{hepparticles} +\usepackage{hepnicenames} +\usepackage{hepunits} +\usepackage{tikz} +\usepackage[english]{babel} +%%\usepackage{lmodern} +%\usepackage{feynmp} +% suppress navigation bar +\beamertemplatenavigationsymbolsempty +\usepackage[mathscr]{eucal} +\usepackage{mathrsfs} +\mode +{ + \usetheme{bunsen} + \setbeamercovered{transparent} + \setbeamertemplate{items}[circle] +} +\newcommand{\Simley}[1]{% +\begin{tikzpicture}[scale=0.15] + \newcommand*{\SmileyRadius}{1.0}% + \draw [fill=brown!10] (0,0) circle (\SmileyRadius)% outside circle + %node [yshift=-0.22*\SmileyRadius cm] {\tiny #1}% uncomment this to see the smile factor + ; + + \pgfmathsetmacro{\eyeX}{0.5*\SmileyRadius*cos(30)} + \pgfmathsetmacro{\eyeY}{0.5*\SmileyRadius*sin(30)} + \draw [fill=cyan,draw=none] (\eyeX,\eyeY) circle (0.15cm); + \draw [fill=cyan,draw=none] (-\eyeX,\eyeY) circle (0.15cm); + + \pgfmathsetmacro{\xScale}{2*\eyeX/180} + \pgfmathsetmacro{\yScale}{1.0*\eyeY} + \draw[color=red, domain=-\eyeX:\eyeX] + plot ({\x},{ + -0.1+#1*0.15 % shift the smiley as smile decreases + -#1*1.75*\yScale*(sin((\x+\eyeX)/\xScale))-\eyeY}); +\end{tikzpicture}% +}% +% set fonts +\usepackage{amsfonts} +\usepackage{amsmath} +\usepackage{verbatim} + +\usepackage{fancyvrb} +\DefineVerbatimEnvironment{code}{Verbatim}{fontsize=\small} +\DefineVerbatimEnvironment{example}{Verbatim}{fontsize=\small} +\usepackage{listings} + \usepackage{courier} + \lstset{ + basicstyle=\footnotesize\ttfamily, % Standardschrift + %numbers=left, % Ort der Zeilennummern + numberstyle=\tiny, % Stil der Zeilennummern + %stepnumber=2, 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0.35,0.01}{\parbox{\textwidth}{\hspace{15pt}#1#2#3}}} +\captionsetup[lstlisting]{format=listing,labelfont=white,textfont=white, singlelinecheck=false, margin=0pt, font={bf,footnotesize}} +\usetikzlibrary{arrows} +\usetikzlibrary{shapes} + +%\usepackage{gfsartemisia-euler} +%\usepackage[T1]{fontenc} +\setbeamerfont{frametitle}{size=\LARGE,series=\bfseries} +\tikzstyle{decision} = [diamond, draw, fill=gray!20, + text width=4.5em, text badly centered, node distance=3cm, inner sep=0pt] +\tikzstyle{block} = [rectangle, draw, fill=blue!10, + text width=5em, text centered, rounded corners, minimum height=2em] +\tikzstyle{line} = [draw, -latex'] +\tikzstyle{cloud} = [draw, ellipse,fill=red!10, node distance=3cm, + minimum height=2em] + +\tikzstyle{every picture}+=[remember picture] + + +\renewcommand{\PKs}{{\HepParticle{K}{S}{}\xspace}} +% color definitions +\usepackage{color} +\definecolor{uipoppy}{RGB}{225, 64, 5} +\definecolor{uipaleblue}{RGB}{96,123,139} +\definecolor{uiblack}{RGB}{0, 0, 0} + +% caption styling +%\DeclareCaptionFont{uiblack}{\color{uiblack}} +%\DeclareCaptionFont{uipoppy}{\color{uipoppy}} +%\captionsetup{labelfont={uipoppy},textfont=uiblack} + +% see the macros.tex file for definitions +\include{macros } + +% title slide definition +\title{Updates on activities.} +%\subtitle{a bias report} +\author{ Marcin Chrz\k{a}szcz$^{1,2}$ , Nicola Serra$^{1}$ } +\institute[UTH, IFJ] +{ + %\begin{tiny} +$ ^1$ University of Zurich , $ ^2$ Institute of Nuclear Physics, Krakow, + %\end{tiny}smallsmall +} + + +\date{ \today} + +%-------------------------------------------------------------------- +% Introduction +%-------------------------------------------------------------------- + +\begin{document} + + + + +\setbeamertemplate{background} +{\includegraphics[width=\paperwidth,height=\paperheight]{frontpage_bg_mine}} +\setbeamertemplate{footline}[default] + +\begin{frame} +\vspace{1.1cm} +\begin{columns} +\column{2.75in} + \titlepage + + \begin{center} + \includegraphics[height=1.0cm ]{pic/uzh.jpg} + % \hspace{0.5cm} + % \includegraphics[height=1.5cm]{pic/babar.jpg} + \hspace{1cm} + \includegraphics[height=1.0cm]{pic/ifj.png} + \hspace{1cm} + %\includegraphics[height=1.0cm]{pic/SNS.jpg} + \end{center} + \vspace{10cm} +\column{2.0in} +\end{columns} +\end{frame} + +%-------------------------------------------------------------------- +% OUTLINE +%-------------------------------------------------------------------- + + + + +\section[Outline]{} +\begin{frame} +\tableofcontents +\end{frame} + + + + +%------------------------------------------------------------------- +% Introduction +%------------------------------------------------------------------- +% +% Set the background for the rest of the slides. +% Insert infoline +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] + +\title{Update on analysis} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%2>%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\section{New MVA for K*mumu} +\begin{frame}\frametitle{New MVA for K*mumu} +\only<1> +{ +\begin{enumerate} + +\item For new we use folding. +\item Divide data in 9 sets(optmised) +\item Train on 8 apply to 1. +\item We(me+Yadex) are training separately Matrixnet and TMVa +\item Plan is to combine them using base training. + +\end{enumerate} +} + + + + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} +\end{frame} + +\begin{frame}\frametitle{TMVa standalone} +\only<1> +{ +\includegraphics[scale=0.4]{roc1.png} + +} + + + + + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} + + \end{frame} +\begin{frame}\frametitle{$\tau \to 3\mu$} +\only<1> +{ +\begin{enumerate} + +\item Added 1/3 of trigger decisions. +\item Takes long.... +\item first look: trigger TCK0x008c0040 has similar efficiency as 0x409F0045. +\item Need to check two more.. +\item Just run out of time in preparing this presentation ;) + + +\end{enumerate} +} + + + + + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} + + \end{frame} + + + +\end{document} diff --git a/Zurich_group/22_10_2013/group_meeting.toc b/Zurich_group/22_10_2013/group_meeting.toc new file mode 100644 index 0000000..e2b56ff --- /dev/null +++ b/Zurich_group/22_10_2013/group_meeting.toc @@ -0,0 +1,3 @@ +\beamer@endinputifotherversion {3.10pt} +\select@language {english} +\beamer@sectionintoc {2}{New MVA for K*mumu}{3}{0}{1} diff --git a/Zurich_group/22_10_2013/inflaton/D_mass_base.png b/Zurich_group/22_10_2013/inflaton/D_mass_base.png new file mode 100644 index 0000000..165cae5 --- /dev/null +++ b/Zurich_group/22_10_2013/inflaton/D_mass_base.png 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of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/Zurich_group/22_10_2013/macros.aux b/Zurich_group/22_10_2013/macros.aux new file mode 100644 index 0000000..fdddbef --- /dev/null +++ b/Zurich_group/22_10_2013/macros.aux @@ -0,0 +1,26 @@ +\relax +\@setckpt{macros}{ +\setcounter{page}{1} +\setcounter{equation}{0} +\setcounter{enumi}{0} +\setcounter{enumii}{0} +\setcounter{enumiii}{0} +\setcounter{enumiv}{0} +\setcounter{footnote}{0} +\setcounter{mpfootnote}{0} +\setcounter{beamerpauses}{0} +\setcounter{lecture}{0} +\setcounter{part}{0} +\setcounter{section}{0} +\setcounter{subsection}{0} +\setcounter{subsubsection}{0} +\setcounter{subsectionslide}{0} +\setcounter{framenumber}{0} +\setcounter{figure}{0} +\setcounter{table}{0} +\setcounter{parentequation}{0} 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a/Zurich_group/22_10_2013/roc.png b/Zurich_group/22_10_2013/roc.png new file mode 100644 index 0000000..8d26812 --- /dev/null +++ b/Zurich_group/22_10_2013/roc.png Binary files differ diff --git a/Zurich_group/22_10_2013/roc1.png b/Zurich_group/22_10_2013/roc1.png new file mode 100644 index 0000000..11385df --- /dev/null +++ b/Zurich_group/22_10_2013/roc1.png Binary files differ diff --git a/Zurich_group/22_10_2013/slide_bg.png b/Zurich_group/22_10_2013/slide_bg.png new file mode 100644 index 0000000..6dee5a4 --- /dev/null +++ b/Zurich_group/22_10_2013/slide_bg.png Binary files differ diff --git a/Zurich_group/22_10_2013/softcode/code.cc b/Zurich_group/22_10_2013/softcode/code.cc new file mode 100644 index 0000000..d516884 --- /dev/null +++ b/Zurich_group/22_10_2013/softcode/code.cc @@ -0,0 +1,15 @@ +if(aMother != 0 && aMother->nDaughters() != listOfDaughters.size()) { + // the mother has more daughters than on the list +// something not impotent ... + if(FSR) + { + if( dau->pdtEntry() != 0 ) + { + string name( dau->pdtEntry()->name() ); + if( name.find( "gamma" ) != string::npos){ + std::cout<<"SUCCESSSSS!!!!!!!, we found gamma"<nDaughters() != listOfDaughters.size()) { + // the mother has more daughters... + HepAListIterator< BtaCandidate > dauIter = aMother->daughterIterator(); + BtaCandidate* aDaughter(0); + while( (aDaughter = dauIter()) ) { +// something not impotent ... + if(FSR) + { + if( dau->pdtEntry() != 0 ) + { + string name( dau->pdtEntry()->name() ); + if( name.find( "gamma" ) != string::npos){ + std::cout<<"SUCCESSSSS!!!!!!!, we found gamma"< + +% color definitions +\definecolor{uipaleblue}{RGB}{96,123,139} + +% footer styling +\setbeamercolor{section in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{subsection in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{pagenumber in footer}{fg=white,bg=uipaleblue} + +\defbeamertemplate*{footline}{bunsentheme} +{ + \leavevmode% + \hbox{% + \begin{beamercolorbox}[wd=.33\paperwidth,ht=2.25ex,dp=1ex,center]{section in footer}% + \inserttitle + \end{beamercolorbox}% + \begin{beamercolorbox}[wd=.34\paperwidth,ht=2.25ex,dp=1ex,center]{subsection in footer}% + \insertsectionhead + \end{beamercolorbox}% + \begin{beamercolorbox}[wd=.34\paperwidth,ht=2.25ex,dp=1ex,center]{pagenumber in footer}% + \insertframenumber{} / \inserttotalframenumber\hspace*{2ex} + \end{beamercolorbox}}% + \vskip0pt% +} + +\setbeamersize{text margin left=1em,text margin right=1em} + +\mode + diff --git a/Zurich_group/5_11_2013/beamerthemebunsen.sty b/Zurich_group/5_11_2013/beamerthemebunsen.sty new file mode 100644 index 0000000..64fcfbb --- /dev/null +++ b/Zurich_group/5_11_2013/beamerthemebunsen.sty @@ -0,0 +1,44 @@ +% This program can be redistributed and/or modified under the terms +% of the GNU Public License, version 3. + +\mode + +\newif\ifbeamer@secheader +\beamer@secheaderfalse + +\DeclareOptionBeamer{secheader}{\beamer@secheadertrue} +\ProcessOptionsBeamer + +\useoutertheme{bunsen} + +% color definitions +\definecolor{uipaleblue}{RGB}{96,123,139} +\definecolor{uipoppy}{RGB}{225,64,0} + +% set the title color +\setbeamercolor{title}{fg=uipaleblue} + +% set colors for specific elements +\setbeamercolor{block}{fg=uipoppy} +\setbeamercolor{block title}{fg=uipoppy} % adjust title color to poppy +\setbeamercolor{block item}{fg=uipoppy} +\setbeamercolor{itemize item}{fg=uipoppy} % adjusts the bullet color + +% frame title styling +\setbeamertemplate{frametitle}{\vspace{0.4cm} \color{white} \insertframetitle} + +\usesubitemizeitemtemplate{% + \tiny\raise1.5pt\hbox{\color{beamerstructure}$\blacktriangleright$}% +} +\usesubsubitemizeitemtemplate{% + \tiny\raise1.5pt\hbox{\color{beamerstructure}$\bigstar$}% +} + + +\setbeamersize{text margin left=1em,text margin right=1em} +\setbeamersize{frametitle=\huge} + +\ifbeamer@secheader\else\setbeamertemplate{headline}[default]\fi + +\mode + diff --git 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program can be redistributed and/or modified under the terms +% of the GNU Public License, version 3. +% +% Seth Brown, Ph.D. +% sethbrown@drbunsen.org +% +% Compiled with XeLaTeX +% Dependencies: +% Fontin Sans font (http://www.exljbris.com/fontinsans.fsrtml) +% +\documentclass{beamer} +\usepackage{pgf} +\usepackage{tikz} +\usepackage{times} +\usepackage[T1]{fontenc} +%\usepackage[mathscr]{eucal} +%\usepackage{mathptmx} +%\usepackage{mathrsfs} +\usepackage{hyperref} +\usepackage{color} +\usepackage{graphicx} +\usepackage{wasysym} +% \usepackage{pgfpagfes} +% \setbeameroption{show notes on second screen} +%\pgfpagesuselayout{4 on 1}[a4paper,border shrink=5mm,landscape] +\usepackage{xcolor} +\usepackage{xcolor,multirow} +%\usepackage[table]{xcolor} +%\usepackage[dvipsnames]{xcolor} +%\usepackage{amsfonts} +%\usepackage{amsmath} +% \usepackage[amssymb]{SIunits} +%\usepackage{natbib} +%\usepackage{amssymb} +\usepackage{hepparticles} +\usepackage{hepnicenames} +\usepackage{hepunits} +\usepackage{tikz} +\usepackage[english]{babel} +%%\usepackage{lmodern} +%\usepackage{feynmp} +% suppress navigation bar +\beamertemplatenavigationsymbolsempty +\usepackage[mathscr]{eucal} +\usepackage{mathrsfs} +\mode +{ + \usetheme{bunsen} + \setbeamercovered{transparent} + \setbeamertemplate{items}[circle] +} +\newcommand{\Simley}[1]{% +\begin{tikzpicture}[scale=0.15] + \newcommand*{\SmileyRadius}{1.0}% + \draw [fill=brown!10] (0,0) circle (\SmileyRadius)% outside circle + %node [yshift=-0.22*\SmileyRadius cm] {\tiny #1}% uncomment this to see the smile factor + ; + + \pgfmathsetmacro{\eyeX}{0.5*\SmileyRadius*cos(30)} + \pgfmathsetmacro{\eyeY}{0.5*\SmileyRadius*sin(30)} + \draw [fill=cyan,draw=none] (\eyeX,\eyeY) circle (0.15cm); + \draw [fill=cyan,draw=none] (-\eyeX,\eyeY) circle (0.15cm); + + \pgfmathsetmacro{\xScale}{2*\eyeX/180} + \pgfmathsetmacro{\yScale}{1.0*\eyeY} + \draw[color=red, domain=-\eyeX:\eyeX] + plot ({\x},{ + -0.1+#1*0.15 % shift the smiley as smile decreases + -#1*1.75*\yScale*(sin((\x+\eyeX)/\xScale))-\eyeY}); +\end{tikzpicture}% +}% +% set fonts +\usepackage{amsfonts} +\usepackage{amsmath} +\usepackage{verbatim} + +\usepackage{fancyvrb} +\DefineVerbatimEnvironment{code}{Verbatim}{fontsize=\small} +\DefineVerbatimEnvironment{example}{Verbatim}{fontsize=\small} +\usepackage{listings} + \usepackage{courier} + \lstset{ + basicstyle=\footnotesize\ttfamily, % Standardschrift + %numbers=left, % Ort der Zeilennummern + numberstyle=\tiny, % Stil der Zeilennummern + %stepnumber=2, % Abstand zwischen den Zeilennummern + numbersep=5pt, % Abstand der Nummern zum Text + tabsize=2, % Groesse von Tabs + extendedchars=true, % + breaklines=true, % Zeilen werden Umgebrochen + keywordstyle=\color{red}, + frame=b, + % keywordstyle=[1]\textbf, % Stil der Keywords + % keywordstyle=[2]\textbf, % + % keywordstyle=[3]\textbf, % + % keywordstyle=[4]\textbf, \sqrt{\sqrt{}} % + stringstyle=\color{white}\ttfamily, % Farbe der String + showspaces=false, % Leerzeichen anzeigen ? + showtabs=false, % Tabs anzeigen ? + xleftmargin=17pt, + framexleftmargin=17pt, + framexrightmargin=5pt, + framexbottommargin=4pt, + %backgroundcolor=\color{lightgray}, + showstringspaces=false % Leerzeichen in Strings anzeigen ? + } + + %\DeclareCaptionFont{blue}{\color{blue}} + + %\captionsetup[lstlisting]{singlelinecheck=false, labelfont={blue}, textfont={blue}} + \usepackage{caption} +\DeclareCaptionFont{white}{\color{white}} +\DeclareCaptionFormat{listing}{\colorbox[cmyk]{0.43, 0.35, 0.35,0.01}{\parbox{\textwidth}{\hspace{15pt}#1#2#3}}} +\captionsetup[lstlisting]{format=listing,labelfont=white,textfont=white, singlelinecheck=false, margin=0pt, font={bf,footnotesize}} +\usetikzlibrary{arrows} +\usetikzlibrary{shapes} + +%\usepackage{gfsartemisia-euler} +%\usepackage[T1]{fontenc} +\setbeamerfont{frametitle}{size=\LARGE,series=\bfseries} +\tikzstyle{decision} = [diamond, draw, fill=gray!20, + text width=4.5em, text badly centered, node distance=3cm, inner sep=0pt] +\tikzstyle{block} = [rectangle, draw, fill=blue!10, + text width=5em, text centered, rounded corners, minimum height=2em] +\tikzstyle{line} = [draw, -latex'] +\tikzstyle{cloud} = [draw, ellipse,fill=red!10, node distance=3cm, + minimum height=2em] + +\tikzstyle{every picture}+=[remember picture] + + +\renewcommand{\PKs}{{\HepParticle{K}{S}{}\xspace}} +% color definitions +\usepackage{color} +\definecolor{uipoppy}{RGB}{225, 64, 5} +\definecolor{uipaleblue}{RGB}{96,123,139} +\definecolor{uiblack}{RGB}{0, 0, 0} + +% caption styling +%\DeclareCaptionFont{uiblack}{\color{uiblack}} +%\DeclareCaptionFont{uipoppy}{\color{uipoppy}} +%\captionsetup{labelfont={uipoppy},textfont=uiblack} + +% see the macros.tex file for definitions +\include{macros } + +% title slide definition +\title{Updates on activities.} +%\subtitle{a bias report} +\author{ Marcin Chrz\k{a}szcz$^{1,2}$ , Nicola Serra$^{1}$ } +\institute[UTH, IFJ] +{ + %\begin{tiny} +$ ^1$ University of Zurich , $ ^2$ Institute of Nuclear Physics, Krakow, + %\end{tiny}smallsmall +} + + +\date{ \begin{small} $13^{th}$ August 2013 \end{small}} + +%-------------------------------------------------------------------- +% Introduction +%-------------------------------------------------------------------- + +\begin{document} + + + + +\setbeamertemplate{background} +{\includegraphics[width=\paperwidth,height=\paperheight]{frontpage_bg_mine}} +\setbeamertemplate{footline}[default] + +\begin{frame} +\vspace{1.1cm} +\begin{columns} +\column{2.75in} + \titlepage + + \begin{center} + \includegraphics[height=1.0cm ]{pic/uzh.jpg} + % \hspace{0.5cm} + % \includegraphics[height=1.5cm]{pic/babar.jpg} + \hspace{1cm} + \includegraphics[height=1.0cm]{pic/ifj.png} + \hspace{1cm} + %\includegraphics[height=1.0cm]{pic/SNS.jpg} + \end{center} + \vspace{10cm} +\column{2.0in} +\end{columns} +\end{frame} + +%-------------------------------------------------------------------- +% OUTLINE +%-------------------------------------------------------------------- + + + + +\section[Outline]{} +\begin{frame} +\tableofcontents +\end{frame} + + + + +%------------------------------------------------------------------- +% Introduction +%------------------------------------------------------------------- +% +% Set the background for the rest of the slides. +% Insert infoline +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] + +\title{Update on analysis} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%2>%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\section{TMVAing} +\begin{frame}\frametitle{TMVaing} +\only<1> +{ +Finalized TMVa part for $\PB \to \PKstar \mu \mu$.\\ +\begin{columns} +\column{3in} + \includegraphics[height=5cm]{tmva/BDTG_0_95.png} +\column{2in} +\begin{itemize} +\item After my optimisation we gain(working point): +\item signal: $2437 \to 2598$ +\item background $1569 \to 1635$ +\item With old working point: +\item Signal: $2359 \to 2521$ +\item background $1569 \to 1549$ +\item In any case I win :) +\end{itemize} +\end{columns} +} +\only<2> +{ +MatrixNet is getting more or less the same: + \includegraphics[height=5cm]{tmva/image.png} + + +} +Ide spac. Dokoncz tau23mu jutro + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} +\end{frame} + + + +\end{document} diff --git a/Zurich_group/5_11_2013/group_meeting.toc b/Zurich_group/5_11_2013/group_meeting.toc new file mode 100644 index 0000000..56b2810 --- /dev/null +++ b/Zurich_group/5_11_2013/group_meeting.toc @@ -0,0 +1,3 @@ +\beamer@endinputifotherversion {3.10pt} +\select@language {english} +\beamer@sectionintoc {2}{TMVAing}{3}{0}{1} diff --git a/Zurich_group/5_11_2013/inflaton/D_mass_base.png b/Zurich_group/5_11_2013/inflaton/D_mass_base.png new file mode 100644 index 0000000..165cae5 --- /dev/null +++ b/Zurich_group/5_11_2013/inflaton/D_mass_base.png Binary files differ diff --git a/Zurich_group/5_11_2013/inflaton/Ds_mass_data.png b/Zurich_group/5_11_2013/inflaton/Ds_mass_data.png new file mode 100644 index 0000000..665511f --- /dev/null +++ b/Zurich_group/5_11_2013/inflaton/Ds_mass_data.png Binary files differ diff --git a/Zurich_group/5_11_2013/inflaton/FD_DOWN_10e10.png 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following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/Zurich_group/5_11_2013/macros.aux b/Zurich_group/5_11_2013/macros.aux new file mode 100644 index 0000000..fdddbef --- /dev/null +++ b/Zurich_group/5_11_2013/macros.aux @@ -0,0 +1,26 @@ +\relax +\@setckpt{macros}{ +\setcounter{page}{1} +\setcounter{equation}{0} +\setcounter{enumi}{0} +\setcounter{enumii}{0} +\setcounter{enumiii}{0} +\setcounter{enumiv}{0} +\setcounter{footnote}{0} +\setcounter{mpfootnote}{0} +\setcounter{beamerpauses}{0} +\setcounter{lecture}{0} +\setcounter{part}{0} +\setcounter{section}{0} +\setcounter{subsection}{0} +\setcounter{subsubsection}{0} +\setcounter{subsectionslide}{0} +\setcounter{framenumber}{0} +\setcounter{figure}{0} +\setcounter{table}{0} +\setcounter{parentequation}{0} +\setcounter{theorem}{0} +\setcounter{FancyVerbLine}{0} +\setcounter{lstnumber}{1} +\setcounter{ContinuedFloat}{0} +} diff --git a/Zurich_group/5_11_2013/macros.log b/Zurich_group/5_11_2013/macros.log new file mode 100644 index 0000000..e69de29 --- /dev/null +++ b/Zurich_group/5_11_2013/macros.log diff --git a/Zurich_group/5_11_2013/macros.tex b/Zurich_group/5_11_2013/macros.tex new file mode 100644 index 0000000..51f4820 --- /dev/null +++ b/Zurich_group/5_11_2013/macros.tex @@ -0,0 +1,15 @@ +% This program can be redistributed and/or modified under the terms +% of the GNU Public License, version 3. + +% adds reference to bottom right of corner of a slide +\usepackage[absolute,overlay]{textpos} % text references in slide corners +\newcommand\textref[1]{% + \begin{textblock*}{\paperwidth}(0pt,0.99\textheight) + \raggedleft \tiny{\emph{#1}}\hspace{.5em} + \end{textblock*}} + +% for drawing circles around numbers +% ex. \circled{1} Add some text here. +\usepackage{tikz} 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"b/lhcb_week_krakow/BEC \050copy\051/BEC_v1.synctex.gz" Binary files differ diff --git "a/lhcb_week_krakow/BEC \050copy\051/BEC_v1.tex" "b/lhcb_week_krakow/BEC \050copy\051/BEC_v1.tex" new file mode 100644 index 0000000..736fe35 --- /dev/null +++ "b/lhcb_week_krakow/BEC \050copy\051/BEC_v1.tex" @@ -0,0 +1,344 @@ +\documentclass[]{beamer} +\setbeamertemplate{navigation symbols}{} +\usepackage{beamerthemesplit} +\useoutertheme{infolines} +\usecolortheme{dolphin} +%\usetheme{Warsaw} +\usetheme{progressbar} +\usecolortheme{progressbar} +\usefonttheme{progressbar} +\useoutertheme{progressbar} +\useinnertheme{progressbar} +\usepackage{graphicx} +%\usepackage{amssymb,amsmath} +\usepackage[latin1]{inputenc} +\usepackage{amsmath} + +\usepackage{iwona} +\progressbaroptions{imagename=images/lhcb} +%\usetheme{Boadilla} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 +\definecolor{mygreen}{cmyk}{0.82,0.11,1,0.25} +\setbeamertemplate{blocks}[rounded][shadow=false] +\addtobeamertemplate{block begin}{\pgfsetfillopacity{0.8}}{\pgfsetfillopacity{1}} +\setbeamercolor{structure}{fg=mygreen} +\setbeamercolor*{block title example}{fg=mygreen!50, +bg= blue!10} +\setbeamercolor*{block body example}{fg= blue, +bg= blue!5} + + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%\beamersetuncovermixins{\opaqueness<1>{25}}{\opaqueness<2->{15}} +\title{Update on measurement of Bose-Einstein Correlations} +\author{\underline{Marcin Chrzaszcz}$^{1,2}$, Marcin Kucharczyk$^{1,3}$,\\Tadeusz Lesiak$^1$} + +\date{\today} + +\begin{document} + +{ +\institute{$^1$ Krakow, $^2$ Zurich, $^3$ Milano} +\setbeamertemplate{footline}{} +\begin{frame} +\logo{ +\vspace{2 mm} +\includegraphics[height=1cm,keepaspectratio]{images/ifj.png}~ +\includegraphics[height=1cm,keepaspectratio]{images/uzh.jpg}} + + \titlepage +\end{frame} +} + +\institute{UZH,IFJ} + + +\section[Outline]{} +\begin{frame} +\tableofcontents +\end{frame} + +%normal slides +\section{Theory introduction} + +%\begin{bibunit}[apalike] + + + + +\subsection{Two particle Correlations} + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%55 +\begin{frame}\frametitle{Two particle Correlations} + +\begin{itemize} +\item Let $W(p_1,p_2,x_1,x_2)$ be a Wigner function. +\item For identical particles observed distributions of momentum takes the form: +\end{itemize} +\begin{small} +\begin{align}\label{eq:one} +%\begin{equation} +\Omega(p_1,p_2)= \int dx_1 dx_2 (W(p_1,p_2,x_1,x_2)+ e^{(x_1-x_2) (p_1-p_2)} W(P_{12},P_{12},x_1,x_2)) \nonumber \\ \equiv \Omega_0(p_1,p_2)[1+C(p_1,p_2)] +\end{align}\end{small} +\begin{itemize} +\item Space distribution $x_1-x_2$ can be access via $C(p_1,p_2)$. + +\end{itemize} + + +\end{frame} +%\end{bibunit}[apalike] + +\begin{frame}\frametitle{Two particle Correlations} + +\begin{itemize} +\item Assuming no correlation in space Wiger function can be factorised: +\end{itemize} +\begin{small} +\begin{equation} +%\begin{equation} +W(p_1,p_2,x_1,x_2)= \Omega_0(p_1,p_2)w(p_1,x_1)w(p_2,x_2) +\end{equation}\end{small} +\begin{itemize} +\item This simplifies eq.(\ref{eq:one}): $\Omega(p_1,p_2)=\Omega_0(p_1,p_2)[1+\int dx W(P_12,x)e^{ix(p1-p2)}]$ +\item The 2 body correlation can be written as: \begin{equation} C_2(p_1,p_2)=\vert \int dx W(P_{12},x)e^{ix(p1-p2)} \vert^2 +\end{equation} +\item All LEP experiments measured BEC. +\end{itemize} + +\end{frame} +%\end{bibunit}[apalike] + + + +\subsection{Goldhaber parametrisation} +\begin{frame}\frametitle{Goldhaber parametrisation} + +Following Goldhaber\footnote{Goldhaber et. al. Phys. Rev. Lett 3 (1959)} we can parametrize the correlation function: +\begin{equation} +C_2(q_1,q_2) = N(1 \pm \lambda e^{-Q^2 R^2}) +\end{equation} +,where $Q=q_1-q_2$, $R$ radius of the source, $\lambda$ chaotic parameter, $N$ normalization. +Second order correlation function is defined: +\begin{equation} +C_2(q_1,q_2) = \dfrac{\mathcal{P}(q_1,q_2)}{\mathcal{P}(q_1)\mathcal{P}(q_2)} \equiv \dfrac{\mathcal{P}(q_1,q_2)}{\mathcal{P}(q_1,q_2)^{ref}} +\end{equation} + + +\end{frame} +%\end{bibunit}[apalike] +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Reference samples} + +$\mathcal{P}(q_1,q_2)^{ref}$ can be estimated from reference samples: +\begin{enumerate} +\item MC without BEC. +\begin{itemize} +\item Absence of Coulomb effects in generator. +\item Data-MC agreement. +\end{itemize} +\item Unlike-sign charge particles +\begin{itemize} +\item Resonances contribution +\item Derived from data +\end{itemize} +\item Event-mixing +\begin{itemize} +\item Mixing event by events. +\item PV mixing. +\end{itemize} + + +\end{enumerate} + +\end{frame} + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%55555 +\begin{frame}\frametitle{LCMS} + +\begin{columns} +\column{2.8in} +\begin{itemize} +\item Longitudinal Centre-of-Mass System(LCMS) is defined as a system where sum of 3-momenta $\overrightarrow{q_1} + \overrightarrow{q_2}$ is perpendicular to a reference axis(jet, thrust, z). + + +\begin{scriptsize} +\item $Q^2$ can be written:\\ +$Q^2=1+\lambda e^{-Q_{t,out}^2R_{t,out}^2-Q_{t,side}^2R_{t,side}^2-Q_{t,long}^2R_{t,long}^2} = 1+\lambda e^{-Q_{t,\bot}^2R_{t,bot}^2-Q_{t,\|}^2R_{t,\|}^2}$ +\end{scriptsize} +\item One can perform 1,2 or 3 dim analysis. +\end{itemize} + +\column{3in} +\includegraphics[scale=.14]{images/lcms.png} + +\end{columns} + + + +\end{frame} + +\begin{frame}\frametitle{LEP and CMS results} +\only<1> +{ +\includegraphics[scale=.215]{images/table.png} +} +\only<2> +{ +\includegraphics[scale=.195]{images/table2.png} + +} + +\end{frame} +\section{Selection} +\begin{frame}\frametitle{Preselection} +\begin{columns} +\column{3.5in} +\begin{enumerate} +\item MiniBias Stripping lines. +\item 2011 data. +\item Select all particles that come from PV with cuts: +\begin{itemize} +\item $TRKChi2<2.6$ +\item $IP<0.2mm$ +\item $IPCHI2 <2.6$ +\item $PIDNN(\pi, K)>0.25$ +\item $ghostNN<0.3$ +\item $P>0.2GeV$ +\item $Pt>0.1GeV$ +\end{itemize} +\end{enumerate} +\column{2.2in} +\includegraphics[scale=.115]{images/ip.png}\\ +\includegraphics[scale=.115]{images/ipChi2.png}\\ +\includegraphics[scale=.115]{images/ghostNN.png} + + + +\end{columns} + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Selection} +\begin{columns} +\column{3.5in} +\begin{enumerate} +\item MiniBias Stripping lines. +\item 2011 data. +\item Select all particles that come from PV with cuts: +\begin{itemize} +\item $TRKChi2<2.6$ +\item $IP<0.2mm$ +\item $IPCHI2 <2.6$ +\item $PIDNN(\pi, K)>0.25$ +\item $ghostNN<0.3$ +\item $P>0.2GeV$ +\item $Pt>0.1GeV$ +\end{itemize} +\end{enumerate} +\column{2.2in} + +\end{columns} + +\end{frame} +\section{Preliminary results} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Results in 2011 data} +We can rewrite $Q$ in form: +\begin{equation} +Q=\sqrt{-2q_{\bot 1} q_{\bot 2}[cosh(y_1 -y_2)-cos(\phi_1-\phi_2)] } +\end{equation} +,where $y_i$ are the pseudo-rapidity, $\phi_i$ are azimuthal angles. +We see BEC +\begin{columns} +\column{1.6in} +\includegraphics[scale=.2]{images/phi.png} +\column{1.6in} +\includegraphics[scale=.2]{images/rap.png} +\end{columns} + +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\section{Three body correlations} +\begin{frame}\frametitle{Generalization of two body correlations} + Assuming no correlations in space the Wigner function can be expressed)analogy to eg.(2): + \begin{equation} + W(p_1,p_2,p_3,x_1,x_2,x_3)=\Omega_0(p_1,p_2,p_3)w(p_1,x_1)w(p_2,x_2)w(p_3,x_3) + \end{equation} + This leads to correlation function: +\begin{small} +\begin{align}\label{eq:two} +%\begin{equation} + C_3(p1,p2,p3)=\vert \widehat{w}(P_{12}, \Delta_{12}) \vert^2 + \vert \widehat{w}(P_{23}, \Delta_{23} ) \vert^2+\vert \widehat{w}(P_{31}, \Delta_{31} ) \vert^2 + \nonumber \\ + 2 \mathcal{R}[\widehat{w}(P_{12}, \Delta_{12} ) \widehat{w}(P_{23}, \Delta_{23} )\widehat{w}(P_{31}, \Delta_{31} ) ] +\end{align}\end{small} +,where $\Delta_{ij}=p_i-p_j$, and $\widehat{w}(P_{ij}, \Delta_{ij} )=\int dx_idx_j W(P_{ij}, x)e^{ix\Delta_{ij}}$ + + + + + +\end{frame} + +\begin{frame}\frametitle{Probing Cluster Model} + \begin{columns} + \column{3.2in} + Let us consider simple ansatz: +\begin{align}\label{eq:two} + W(p_1,p_2,x_1,x_2)=\Omega_0(p_1,p_2)[V(x_1)V(x_2)\nonumber \\ +\alpha V_2(x_1,x_2)] +\end{align} +,where $V(x)=\int \phi(x-X)V_c(X)dX$,\\ $V_2=\int V_c(X)\phi(x_1-X)\phi(x_2-X)dX$\\ +\only<2> +{ +$V_c(X)$ is the distribution of clusters in space.\\ +$\phi(x-X)$ is the shape of the cluster. \\ +$V(x_1)V(x_2)$ emission from two clusters. \\ +$V_2(x_1,x_2)$ emission from single cluster. \\ + + +} + + + + \column{1.6in} + \includegraphics[scale=.15]{images/clusters.png} + \end{columns} +\end{frame} + +\begin{frame}\frametitle{Probing Cluster Model} + \begin{columns} + \column{3.2in} +The correlation function for this ansatz takes form: +\begin{equation} +C(p_1,p_2)= \vert \widehat{V_c}(\Delta_{12}) \widehat{\phi}(\Delta_{12}) \vert^2 + \alpha \vert \widehat{\phi}(\Delta_{12}) \vert^2 +\end{equation} +where $\widehat{\phi}(\Delta_{12}) = \int dx \phi(x)e^{ix\Delta_12}$ + + \column{1.6in} + \includegraphics[scale=.15]{images/clusters.png} + \end{columns} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 +\section{Summary} +\begin{frame}\frametitle{Conclusions} +\begin{itemize} +\item BEC clearly visible in data. +\item Analysis systematically dominated. +\item Enought events to perform first measurement of 3 body correlations. +\end{itemize} + + +\end{frame} + + +\end{document} \ No newline at end of file diff --git "a/lhcb_week_krakow/BEC \050copy\051/BEC_v1.toc" "b/lhcb_week_krakow/BEC \050copy\051/BEC_v1.toc" new file mode 100644 index 0000000..b96ddda --- /dev/null +++ "b/lhcb_week_krakow/BEC \050copy\051/BEC_v1.toc" @@ -0,0 +1,8 @@ +\beamer@endinputifotherversion {3.10pt} +\beamer@sectionintoc {2}{Theory introduction}{3}{0}{1} +\beamer@subsectionintoc {2}{1}{Two particle Correlations}{3}{0}{1} +\beamer@subsectionintoc {2}{2}{Goldhaber parametrisation}{5}{0}{1} +\beamer@sectionintoc {3}{Selection}{10}{0}{2} +\beamer@sectionintoc {4}{Preliminary results}{12}{0}{3} +\beamer@sectionintoc {5}{Three body correlations}{13}{0}{4} +\beamer@sectionintoc {6}{Summary}{17}{0}{5} diff --git "a/lhcb_week_krakow/BEC \050copy\051/BEC_v2.aux" "b/lhcb_week_krakow/BEC 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[2][]{Outline0.4}{Preliminary results}{} +\BOOKMARK [2][]{Outline0.5}{Three body correlations}{} +\BOOKMARK [2][]{Outline0.6}{Summary}{} diff --git "a/lhcb_week_krakow/BEC \050copy\051/BEC_v2.pdf" "b/lhcb_week_krakow/BEC \050copy\051/BEC_v2.pdf" new file mode 100644 index 0000000..9a549bf --- /dev/null +++ "b/lhcb_week_krakow/BEC \050copy\051/BEC_v2.pdf" Binary files differ diff --git "a/lhcb_week_krakow/BEC \050copy\051/BEC_v2.snm" "b/lhcb_week_krakow/BEC \050copy\051/BEC_v2.snm" new file mode 100644 index 0000000..74159ca --- /dev/null +++ "b/lhcb_week_krakow/BEC \050copy\051/BEC_v2.snm" @@ -0,0 +1,2 @@ +\beamer@slide {eq:two}{16} +\beamer@slide {eq:two}{17} diff --git "a/lhcb_week_krakow/BEC \050copy\051/BEC_v2.synctex.gz" "b/lhcb_week_krakow/BEC \050copy\051/BEC_v2.synctex.gz" new file mode 100644 index 0000000..3dbe22e --- /dev/null +++ "b/lhcb_week_krakow/BEC \050copy\051/BEC_v2.synctex.gz" Binary files differ diff --git "a/lhcb_week_krakow/BEC \050copy\051/BEC_v2.tex" "b/lhcb_week_krakow/BEC \050copy\051/BEC_v2.tex" new file mode 100644 index 0000000..4a9a7e0 --- /dev/null +++ "b/lhcb_week_krakow/BEC \050copy\051/BEC_v2.tex" @@ -0,0 +1,409 @@ +\documentclass[]{beamer} +\setbeamertemplate{navigation symbols}{} +\usepackage{beamerthemesplit} +\useoutertheme{infolines} +\usecolortheme{dolphin} +%\usetheme{Warsaw} +\usetheme{progressbar} +\usecolortheme{progressbar} +\usefonttheme{progressbar} +\useoutertheme{progressbar} +\useinnertheme{progressbar} +\usepackage{graphicx} +%\usepackage{amssymb,amsmath} +\usepackage[latin1]{inputenc} +\usepackage{amsmath} +\newcommand\abs[1]{\left|#1\right|} +\usepackage{iwona} +\progressbaroptions{imagename=images/lhcb} +%\usetheme{Boadilla} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 +\definecolor{mygreen}{cmyk}{0.82,0.11,1,0.25} +\setbeamertemplate{blocks}[rounded][shadow=false] +\addtobeamertemplate{block begin}{\pgfsetfillopacity{0.8}}{\pgfsetfillopacity{1}} +\setbeamercolor{structure}{fg=mygreen} +\setbeamercolor*{block title example}{fg=mygreen!50, +bg= blue!10} +\setbeamercolor*{block body example}{fg= blue, +bg= blue!5} + + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%\beamersetuncovermixins{\opaqueness<1>{25}}{\opaqueness<2->{15}} +\title{Update on measurement of Bose-Einstein Correlations} +\author{\underline{Marcin Chrzaszcz}$^{1,2}$, Marcin Kucharczyk$^{1,3}$,\\Tadeusz Lesiak$^1$} + +\date{\today} + +\begin{document} + +{ +\institute{$^1$ Krakow, $^2$ Zurich, $^3$ Milano} +\setbeamertemplate{footline}{} +\begin{frame} +\logo{ +\vspace{2 mm} +\includegraphics[height=1cm,keepaspectratio]{images/ifj.png}~ +\includegraphics[height=1cm,keepaspectratio]{images/uzh.jpg}} + + \titlepage +\end{frame} +} + +\institute{UZH,IFJ} + + +\section[Outline]{} +\begin{frame} +\tableofcontents +\end{frame} + +%normal slides +\section{Theory introduction} + + +%\subsection{From interferometry to particle Physics} +\begin{frame}\frametitle{From interferometry to particle Physics} +\begin{columns} +\column{2.8in} + +\includegraphics[height=3.7cm,keepaspectratio]{images/HBT.png} + +\column{2.2in} +\begin{small} +Intensity interferometry was discovered in 1950s by Hanbury-Brown, Twiss (HBT Interferometry) as a method of measuring the angular diameters of radio sources. \\ +It relies on the fact that two photons emitted from the source have to be correlated due to second order interference effect. +\end{small} +\end{columns} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +$C(d)= \dfrac{}{} \sim k \theta d$ \\ +,where $\theta = R/L$. By changing the $d$ one can measure the diameter of the source. + + + +\end{frame} + +\begin{frame}\frametitle{From interferometry to particle Physics} +\only<1>{ +For two identical particles emited from a source we expect a symmetric wave function:\\ +$\Psi^s_{1,2} = \dfrac{1}{\sqrt{2}} (\Psi_{11}\Psi_{22}+\Psi_{12}\Psi_{21} )$, where $\Psi_{ij}$ is a wave function of a particle emitted at i and observed at j. +So the propablity density of observing two bosons with momenta $q_1$ and $q_2$ is:\\ +$\abs{\Psi^s_{1,2} }^2 = 1+cos(\Delta \overrightarrow{q} \Delta \overrightarrow{r} )$, where $\Delta \overrightarrow{q} = q_1-q_2$, $\Delta \overrightarrow{r} = r_1-r_2$ + } +\only<2> +{ +Assuming spherical symmetry of the source: $\mathcal{P}(\overrightarrow{q}) = \int \abs{\rho(r;\overrightarrow{q})}^2 d^3\overrightarrow{r}$, the probability of observing two particles with two momenta is given by: +$\mathcal{P}(\overrightarrow{q_1}, \overrightarrow{q_2}) =\int \abs{\Psi^s_{1,2} }^2 \abs{\rho(\overrightarrow{r_1})}\abs{\rho(\overrightarrow{r_2})} d^3r_1 d^3r_2$,\\ applying this expression to general $2^{nd}$ correlation function: $C_2(q_1,q_2)=\dfrac{P(q_1,q_2)}{\mathcal{P}(q_1)\mathcal{P}(q_2)}=\dfrac{P(q_1,q_2)}{P(q_1,q_2)^{ref}}$ one gets: \\ + + $C_2(q_1,q_2)=1+\dfrac{\int cos[\Delta \overrightarrow{q}(\overrightarrow{r_1} -\overrightarrow{r_2})\abs{\rho(\overrightarrow{r_1}) }^2 \abs{\rho(\overrightarrow{r_2}) }^2 }{\mathcal{P}(q_1)\mathcal{P}(q_2)}$ + +} + +\only<3> +{ + +Performing a Fourier transform:\\ +\begin{columns} +\column{0.3in}{~} +\column{1.6in} +$C(Q)=1+\abs{\widehat{\rho}(Q)}^2$ +\column{2.6in} +,where $\widehat{\rho}(Q) = \int e^{-irQ}dr$ +\end{columns} +Assuming Gaussian spread of the source: $\rho(r)=R_0 e^{-\frac{r^2}{2R^2}}$, we can simplify the correlation function:\\ +\begin{center} +$C(Q)=1+e^{-R^2Q^2}$ +\end{center} +This equation is then corrected for the source incoherence, by introducing an free parameter $\lambda$:\\ +\begin{equation} +C(Q)=N(1+\lambda e^{-R^2Q^2}) +\end{equation} +Eq.(1) is so called Goldhaber parametrization and allows to measure the radius of the source. + + + + + +} + + +\end{frame} + + + +\begin{frame}\frametitle{Reference samples} + +$\mathcal{P}(q_1,q_2)^{ref}$ can be estimated from reference samples: +\begin{enumerate} +\item MC without BEC. +\begin{itemize} +\item Absence of Coulomb effects in generator. +\item Data-MC agreement. +\end{itemize} +\item Unlike-sign charge particles +\begin{itemize} +\item Resonances contribution +\item Derived from data +\end{itemize} +\item Event-mixing +\begin{itemize} +\item Mixing events. +\item PV mixing. +\end{itemize} + + +\end{enumerate} + +\end{frame} + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%55555 +\begin{frame}\frametitle{LCMS} + +\begin{columns} +\column{2.8in} +\begin{itemize} +\item Longitudinal Centre-of-Mass System(LCMS) is defined as a system where sum of 3-momenta $\overrightarrow{q_1} + \overrightarrow{q_2}$ is perpendicular to a reference axis(jet, thrust, z). + + +\begin{scriptsize} +\item $Q^2$ can be written:\\ +$Q^2=1+\lambda e^{-Q_{t,out}^2R_{t,out}^2-Q_{t,side}^2R_{t,side}^2-Q_{t,long}^2R_{t,long}^2} = 1+\lambda e^{-Q_{t,\bot}^2R_{t,\bot}^2-Q_{t,\|}^2R_{t,\|}^2}$ +\end{scriptsize} +\item One can perform 1,2 or 3 dim analysis. +\end{itemize} + +\column{3in} +\includegraphics[scale=.14]{images/lcms.png} + +\end{columns} + + + +\end{frame} + +\begin{frame}\frametitle{LEP and CMS results} +\only<1> +{ +\includegraphics[scale=.215]{images/table.png} +} +\only<2> +{ +\includegraphics[scale=.195]{images/table2.png} + +} + +\end{frame} +\section{Selection} +\begin{frame}\frametitle{Preselection} +\begin{columns} +\column{3.5in} +\begin{enumerate} +\item MiniBias Stripping lines. +\item 2011 data. +\item Stripping 20. +\item Select all particles that come from PV with cuts: +\begin{itemize} +\item $TRKChi2<2.6$ +\item $IP<0.2mm$ +\item $IPCHI2 <2.6$ +\item $PIDNN(\pi, K)>0.25$ +\item $ghostNN<0.3$ +\item $P>0.2GeV$ +\item $Pt>0.1GeV$ +\end{itemize} +\end{enumerate} +\column{2.2in} +\includegraphics[scale=.115]{images/ip.png}\\ +\includegraphics[scale=.115]{images/ipChi2.png}\\ +\includegraphics[scale=.115]{images/ghostNN.png} + + + +\end{columns} + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Selection} +\begin{columns} +\column{3.5in} +\begin{enumerate} +\item MiniBias Stripping lines. +\item 2011 data. +\item Select all particles that come from PV with cuts: +\begin{itemize} +\item $TRKChi2<2.$ +\item $IP<0.1mm$ +\item $IPCHI2 <1.8$ +\item $PIDNN(\pi)>0.8$, $PIDNN(K)>0.6$ +\item $ghostNN<0.2$ +\item $P>0.2GeV$ +\item $Pt>0.1GeV$ +\end{itemize} +\end{enumerate} +\column{2.2in} + +\end{columns} + +\end{frame} +\section{Preliminary results} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Results in 2011 data} +Enhancement at low $Q^2$ region. We selected $\mathcal{O}(10^8)$ $\pi$ pairs, and $\mathcal{O}(10^6)$ $K$ pairs. +\begin{center} +\includegraphics[scale=.2]{images/q_2011.png} +\end{center} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + + + + +\begin{frame}\frametitle{Results in 2011 data} +We can rewrite $Q$ in form: +\begin{equation} +Q=\sqrt{-2q_{\bot 1} q_{\bot 2}[cosh(y_1 -y_2)-cos(\phi_1-\phi_2)] } +\end{equation} +,where $y_i$ are the pseudo-rapidity, $\phi_i$ are azimuthal angles. +We see BEC +\begin{columns} +\column{1.6in} +\includegraphics[scale=.2]{images/rap.png} +\column{1.6in} +\includegraphics[scale=.2]{images/rap_kaon.png} +\end{columns} + +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%555 + +\begin{frame}\frametitle{Results in 2011 data} +We can rewrite $Q$ in form: +\begin{equation} +Q=\sqrt{-2q_{\bot 1} q_{\bot 2}[cosh(y_1 -y_2)-cos(\phi_1-\phi_2)] } +\end{equation} +,where $y_i$ are the pseudo-rapidity, $\phi_i$ are azimuthal angles. +We see BEC +\begin{center} +\includegraphics[scale=.2]{images/phi_2011.png} +\end{center} + +\end{frame} + + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\section{Three body correlations} +\begin{frame}\frametitle{Generalization of two body correlations} + Assuming no correlations in space the Wigner function can be expressed\footnote{Based on Prof. Bialas's talk at cern in July on soft QCD} + \begin{equation} + W(p_1,p_2,p_3,x_1,x_2,x_3)=\Omega_0(p_1,p_2,p_3)w(p_1,x_1)w(p_2,x_2)w(p_3,x_3) + \end{equation} + This leads to correlation function: +\begin{small} +\begin{align}\label{eq:two} +%\begin{equation} + C_3(p1,p2,p3)=\vert \widehat{w}(P_{12}, \Delta_{12}) \vert^2 + \vert \widehat{w}(P_{23}, \Delta_{23} ) \vert^2+\vert \widehat{w}(P_{31}, \Delta_{31} ) \vert^2 + \nonumber \\ + 2 \mathcal{R}[\widehat{w}(P_{12}, \Delta_{12} ) \widehat{w}(P_{23}, \Delta_{23} )\widehat{w}(P_{31}, \Delta_{31} ) ] +\end{align}\end{small} +,where $\Delta_{ij}=p_i-p_j$, and $\widehat{w}(P_{ij}, \Delta_{ij} )=\int dx_idx_j W(P_{ij}, x)e^{ix\Delta_{ij}}$ + + + + + +\end{frame} + +\begin{frame}\frametitle{Probing Cluster Model} + \begin{columns} + \column{3.2in} + Let us consider simple ansatz: +\begin{align}\label{eq:two} + W(p_1,p_2,x_1,x_2)=\Omega_0(p_1,p_2)[V(x_1)V(x_2)\nonumber \\ +\alpha V_2(x_1,x_2)] +\end{align} +,where $V(x)=\int \phi(x-X)V_c(X)dX$,\\ $V_2=\int V_c(X)\phi(x_1-X)\phi(x_2-X)dX$\\ +\only<2> +{ +$V_c(X)$ is the distribution of clusters in space.\\ +$\phi(x-X)$ is the shape of the cluster. \\ +$V(x_1)V(x_2)$ emission from two clusters. \\ +$V_2(x_1,x_2)$ emission from single cluster. \\ + + +} + + + + \column{1.6in} + \includegraphics[scale=.15]{images/clusters.png} + \end{columns} +\end{frame} + +\begin{frame}\frametitle{Probing Cluster Model} + \begin{columns} + \column{3.2in} +The correlation function for this ansatz takes form: +\begin{equation} +C(p_1,p_2)= \vert \widehat{V_c}(\Delta_{12}) \widehat{\phi}(\Delta_{12}) \vert^2 + \alpha \vert \widehat{\phi}(\Delta_{12}) \vert^2 +\end{equation} +where $\widehat{\phi}(\Delta_{12}) = \int dx \phi(x)e^{ix\Delta_{12}}$ + + \column{1.6in} + \includegraphics[scale=.15]{images/clusters.png} + \end{columns} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%55 +\begin{frame}\frametitle{Dependence R on hadron mass} + \begin{columns} + \column{2.6in} + \includegraphics[scale=.3]{images/mass_dependence.png} + + \column{2.4in} +\begin{enumerate} +\item Bialas, Zalewski, Phys.Rev. D62 (2000) 114007 +\item LHCb can access much higher masses than LEP. +\item Measurement of BEC in charm sector. +\end{enumerate} + + \end{columns} +\end{frame} + + + + + + + + + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 +\section{Summary} +\begin{frame}\frametitle{Conclusions} +\begin{itemize} +\item Theoretical support from Krakow theorists: prof. Bialas, prof. Zalewski. +\item BEC clearly visible in data. +\item Analysis systematically dominated. +\item Enough events to perform first measurement of 3 body correlations. +\item BEC measurements in charm sector. +\end{itemize} + + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 + + + + + +\end{document} \ No newline at end of file diff --git "a/lhcb_week_krakow/BEC \050copy\051/BEC_v2.toc" "b/lhcb_week_krakow/BEC \050copy\051/BEC_v2.toc" new file mode 100644 index 0000000..af05d6c --- /dev/null +++ "b/lhcb_week_krakow/BEC \050copy\051/BEC_v2.toc" @@ -0,0 +1,6 @@ +\beamer@endinputifotherversion {3.10pt} +\beamer@sectionintoc {2}{Theory introduction}{3}{0}{1} +\beamer@sectionintoc {3}{Selection}{11}{0}{2} +\beamer@sectionintoc {4}{Preliminary results}{13}{0}{3} +\beamer@sectionintoc {5}{Three body correlations}{16}{0}{4} +\beamer@sectionintoc {6}{Summary}{21}{0}{5} diff --git "a/lhcb_week_krakow/BEC \050copy\051/images/HBT.png" "b/lhcb_week_krakow/BEC 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diff --git a/tau23mu_lhcb/18_11_2013/beamerouterthemebunsen.sty b/tau23mu_lhcb/18_11_2013/beamerouterthemebunsen.sty new file mode 100644 index 0000000..5ee921c --- /dev/null +++ b/tau23mu_lhcb/18_11_2013/beamerouterthemebunsen.sty @@ -0,0 +1,33 @@ +% This program can be redistributed and/or modified under the terms +% of the GNU Public License, version 3. + +\mode + +% color definitions +\definecolor{uipaleblue}{RGB}{96,123,139} + +% footer styling +\setbeamercolor{section in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{subsection in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{pagenumber in footer}{fg=white,bg=uipaleblue} + +\defbeamertemplate*{footline}{bunsentheme} +{ + \leavevmode% + \hbox{% + \begin{beamercolorbox}[wd=.33\paperwidth,ht=2.25ex,dp=1ex,center]{section in footer}% + \inserttitle + \end{beamercolorbox}% + \begin{beamercolorbox}[wd=.34\paperwidth,ht=2.25ex,dp=1ex,center]{subsection in footer}% + \insertsectionhead + \end{beamercolorbox}% + \begin{beamercolorbox}[wd=.34\paperwidth,ht=2.25ex,dp=1ex,center]{pagenumber in footer}% + \insertframenumber{} / \inserttotalframenumber\hspace*{2ex} + \end{beamercolorbox}}% + \vskip0pt% +} + +\setbeamersize{text margin left=1em,text margin right=1em} + +\mode + diff --git a/tau23mu_lhcb/18_11_2013/beamerthemebunsen.sty b/tau23mu_lhcb/18_11_2013/beamerthemebunsen.sty new file mode 100644 index 0000000..64fcfbb --- /dev/null +++ b/tau23mu_lhcb/18_11_2013/beamerthemebunsen.sty @@ -0,0 +1,44 @@ +% This program can be redistributed and/or modified under the terms +% of the GNU Public License, version 3. + +\mode + +\newif\ifbeamer@secheader +\beamer@secheaderfalse + +\DeclareOptionBeamer{secheader}{\beamer@secheadertrue} +\ProcessOptionsBeamer + +\useoutertheme{bunsen} + +% color definitions +\definecolor{uipaleblue}{RGB}{96,123,139} +\definecolor{uipoppy}{RGB}{225,64,0} + +% set the title color +\setbeamercolor{title}{fg=uipaleblue} + +% set colors for specific elements 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+\definecolor{uipaleblue}{RGB}{96,123,139} +\definecolor{uiblack}{RGB}{0, 0, 0} + +% caption styling +%\DeclareCaptionFont{uiblack}{\color{uiblack}} +%\DeclareCaptionFont{uipoppy}{\color{uipoppy}} +%\captionsetup{labelfont={uipoppy},textfont=uiblack} + +% see the macros.tex file for definitions +\include{macros } + +% title slide definition +\title{Update} +%\subtitle{a bias report} +\author{ Marcin Chrz\k{a}szcz$^{1,2}$} +\institute[UTH, IFJ] +{ + %\begin{tiny} +$ ^1$ University of Zurich , $ ^2$ Institute of Nuclear Physics, Krakow, + %\end{tiny}smallsmall +} + + +\date{ \today} + +%-------------------------------------------------------------------- +% Introduction +%-------------------------------------------------------------------- + +\begin{document} + + + + +\setbeamertemplate{background} +{\includegraphics[width=\paperwidth,height=\paperheight]{frontpage_bg_mine}} +\setbeamertemplate{footline}[default] + +\begin{frame} +\vspace{1.1cm} +\begin{columns} +\column{2.75in} + \titlepage + + \begin{center} + \includegraphics[height=1.0cm ]{pic/uzh.jpg} + % \hspace{0.5cm} + % \includegraphics[height=1.5cm]{pic/babar.jpg} + \hspace{1cm} + \includegraphics[height=1.0cm]{pic/ifj.png} + \hspace{1cm} + %\includegraphics[height=1.0cm]{pic/SNS.jpg} + \end{center} + \vspace{10cm} +\column{2.0in} +\end{columns} +\end{frame} + +%-------------------------------------------------------------------- +% OUTLINE +%-------------------------------------------------------------------- + + + + +\section[Outline]{} +\begin{frame} +\tableofcontents +\end{frame} + + +%------------------------------------------------------------------- +% Introduction +%------------------------------------------------------------------- +% +% Set the background for the rest of the slides. +% Insert infoline +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] + +\title{Update on analysis} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%2>%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\section{PID + GeoMVA} +\begin{frame}\frametitle{Reminder} +{~}\\ +Last week I shown that we might gain quite a lot by putting PID inside our GEOMVA. Let's see if we are sensitive to poor description of PID in MC(credits to \textbf{Helge Voss}): + + \includegraphics[scale=0.32]{pidmva/ROC_Zoom1.png} + + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} +\end{frame} + +\begin{frame}\frametitle{Closer look} +{~}\\ + + \includegraphics[scale=0.32]{pidmva/ROC_Zoom2.png} + + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} +\end{frame} + + + + +\begin{frame}\frametitle{Conclusion} +{~}\\ +\only<1> +{ +\begin{enumerate} +\item Clearly our optimistic MC has no impact on our MVA performance. +\item Tools ready to train it with different information loose="smearing" +\end{enumerate} + + +} +\only<2> +{ + \includegraphics[scale=0.25]{pidmva/pidsmeared.png} + +} + \textref {M.Chrz\k{a}szcz, N.Serra 2013} +\end{frame} + + +\section{Calibration of PGMVA} + + + + +%\section{Work done so far} +\begin{frame}\frametitle{Calibration of PGMVA=PID + GeoMVA} +{~}\\ +\only<1>{ +\begin{itemize} +\item The biggest worry is if we can calibrate this channel. +\item The following idea allowes to calibrate our channel on $\PDs \to \phi \pi$. +\item It looks that calibration can be even simpler than the one we make. +\item Ok enough of building attention, let's caught to the chase + +\end{itemize} +} + +\only<2> +{ +What we have: + + +\begin{columns} +\column{2in} + \includegraphics[scale=0.3]{pidmva/topos.pdf} +\column{3.05in} +\begin{itemize} +\item For free we have 2 mu PID. +\item For signal we need 3. +\item Let's take our $\PDs \to \phi \pi$ and bin our muons in 3D bins of $n_{trk}$, $P_{t,\mu}$, and $\eta_{mu}$. +\item For each of the bins we have a PID distribution for muon +\item Then for the $\pi$ in a given bin we choose a PID according to $\mu$ PID in this bin. +\item $\PB \to K^{*} \mu \mu$ uses a similar approach. + +\end{itemize} +\end{columns} + + + + + +} +\only<3> +{ +What we have: + + +\begin{columns} +\column{2in} + \includegraphics[scale=0.3]{pidmva/topos.pdf} +\column{3.05in} +\begin{itemize} +\item Calibration is in principle easier. +\item Use only one channel, instead of two. + + + +\end{itemize} +\end{columns} + + + + + +} + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} +\end{frame} + + + + +\end{document} diff --git a/tau23mu_lhcb/18_11_2013/group_meeting.toc b/tau23mu_lhcb/18_11_2013/group_meeting.toc new file mode 100644 index 0000000..fd88a39 --- /dev/null +++ b/tau23mu_lhcb/18_11_2013/group_meeting.toc @@ -0,0 +1,4 @@ +\beamer@endinputifotherversion {3.10pt} +\select@language {english} +\beamer@sectionintoc {2}{PID + GeoMVA}{3}{0}{1} +\beamer@sectionintoc {3}{Calibration of PGMVA}{7}{0}{2} diff --git a/tau23mu_lhcb/18_11_2013/license.txt b/tau23mu_lhcb/18_11_2013/license.txt new file mode 100644 index 0000000..4a046d1 --- /dev/null +++ b/tau23mu_lhcb/18_11_2013/license.txt @@ -0,0 +1,21 @@ + +Copyright 2012 Seth Brown, http://www.drbunsen.org/custom-beamer-theme.html + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/tau23mu_lhcb/18_11_2013/macros.aux b/tau23mu_lhcb/18_11_2013/macros.aux new file mode 100644 index 0000000..fdddbef --- /dev/null +++ b/tau23mu_lhcb/18_11_2013/macros.aux @@ -0,0 +1,26 @@ +\relax +\@setckpt{macros}{ +\setcounter{page}{1} +\setcounter{equation}{0} +\setcounter{enumi}{0} +\setcounter{enumii}{0} +\setcounter{enumiii}{0} +\setcounter{enumiv}{0} +\setcounter{footnote}{0} +\setcounter{mpfootnote}{0} +\setcounter{beamerpauses}{0} +\setcounter{lecture}{0} +\setcounter{part}{0} +\setcounter{section}{0} +\setcounter{subsection}{0} +\setcounter{subsubsection}{0} +\setcounter{subsectionslide}{0} +\setcounter{framenumber}{0} +\setcounter{figure}{0} +\setcounter{table}{0} +\setcounter{parentequation}{0} 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string::npos){ + std::cout<<"SUCCESSSSS!!!!!!!, we found gamma"<nDaughters() != listOfDaughters.size()) { + // the mother has more daughters... + HepAListIterator< BtaCandidate > dauIter = aMother->daughterIterator(); + BtaCandidate* aDaughter(0); + while( (aDaughter = dauIter()) ) { +// something not impotent ... + if(FSR) + { + if( dau->pdtEntry() != 0 ) + { + string name( dau->pdtEntry()->name() ); + if( name.find( "gamma" ) != string::npos){ + std::cout<<"SUCCESSSSS!!!!!!!, we found gamma"< + +% color definitions +\definecolor{uipaleblue}{RGB}{96,123,139} + +% footer styling +\setbeamercolor{section in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{subsection in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{pagenumber in footer}{fg=white,bg=uipaleblue} + +\defbeamertemplate*{footline}{bunsentheme} +{ + \leavevmode% + \hbox{% + \begin{beamercolorbox}[wd=.33\paperwidth,ht=2.25ex,dp=1ex,center]{section in footer}% + \inserttitle + \end{beamercolorbox}% + 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+\tikzstyle{every picture}+=[remember picture] + + +\renewcommand{\PKs}{{\HepParticle{K}{S}{}\xspace}} +% color definitions +\usepackage{color} +\definecolor{uipoppy}{RGB}{225, 64, 5} +\definecolor{uipaleblue}{RGB}{96,123,139} +\definecolor{uiblack}{RGB}{0, 0, 0} + +% caption styling +%\DeclareCaptionFont{uiblack}{\color{uiblack}} +%\DeclareCaptionFont{uipoppy}{\color{uipoppy}} +%\captionsetup{labelfont={uipoppy},textfont=uiblack} + +% see the macros.tex file for definitions +\include{macros } + +% title slide definition +\title{MVA selection for $\tau \to 3\mu$} +%\subtitle{a bias report} +\author{ Marcin Chrz\k{a}szcz$^{1,2}$} +\institute[UTH, IFJ] +{ + %\begin{tiny} +$ ^1$ University of Zurich , $ ^2$ Institute of Nuclear Physics, Krakow, + %\end{tiny}smallsmall +} + + +\date{ \today} + +%-------------------------------------------------------------------- +% Introduction +%-------------------------------------------------------------------- + +\begin{document} + + + + +\setbeamertemplate{background} +{\includegraphics[width=\paperwidth,height=\paperheight]{frontpage_bg_mine}} +\setbeamertemplate{footline}[default] + +\begin{frame} +\vspace{1.1cm} +\begin{columns} +\column{2.75in} + \titlepage + + \begin{center} + \includegraphics[height=1.0cm ]{pic/uzh.jpg} + % \hspace{0.5cm} + % \includegraphics[height=1.5cm]{pic/babar.jpg} + \hspace{1cm} + \includegraphics[height=1.0cm]{pic/ifj.png} + \hspace{1cm} + %\includegraphics[height=1.0cm]{pic/SNS.jpg} + \end{center} + \vspace{10cm} +\column{2.0in} +\end{columns} +\end{frame} + +%-------------------------------------------------------------------- +% OUTLINE +%-------------------------------------------------------------------- + + + + +\section[Outline]{} +\begin{frame} +\tableofcontents +\end{frame} + + +%------------------------------------------------------------------- +% Introduction +%------------------------------------------------------------------- +% +% Set the background for the rest of the slides. +% Insert infoline +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] + +\title{Update on analysis} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%2>%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\section{TMVA} +\begin{frame}\frametitle{TMVA impact of peaking bck veto} +{~}\\ +\begin{columns} +\column{2in} +\begin{itemize} +\item Let's see where do we stand. +\item TMVA trained by me as by product have similar performace as Pauls. +\item No surprises here. +\end{itemize} +\column{3in} +\center \includegraphics[scale=0.28]{final/all_tmv.png} + +\textref {M.Chrz\k{a}szcz 2013} +\end{columns} + +\end{frame} +\begin{frame}\frametitle{TMVA impact of peaking bck veto} +{~}\\ +\begin{columns} +\column{2in} +\begin{itemize} +\item Lets see Matrix Net in this picture. +\item WOW +\item Why? Have a theory. +\end{itemize} +\column{3in} +\center \includegraphics[scale=0.28]{final/all_tmv_vs_mn.png} + + +\end{columns} + + + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + + +\section{Blending} +\begin{frame}\frametitle{Blending details} +{~}\\ + +\begin{itemize} +\item Signal sample is divided in 3 parts and bck sample in 2. +\item For 5 $\tau$ channels we train around 13 TMVA MVA + MN. +\item Used till now 1/3 of signal and 1/2 of bck. +\item Mix 2/3 and 3/3 as we did till now. +\item Train now 2/3 signal against 1/2 bck. +\item Used up till now 66\% of signal MC and 100\% bck MC. +\item We test on 3/3 of singal and data middle side-bands. +\end{itemize} +\textref {M.Chrz\k{a}szcz 2013} + +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\begin{frame}\frametitle{Blending results} +{~}\\ +\begin{columns} +\column{2in} +\begin{itemize} +\item Blending performs a bit better then MatrixNet alone. +\item Both TMVa blends and MN have an impact on the improvement. +\end{itemize} +\column{3in} +\center \includegraphics[scale=0.28]{final/all_blend_vs_best_old.png} +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + + +\begin{frame}\frametitle{Blending results} +{~}\\ +\begin{columns} +\column{2in} +\begin{itemize} +\item Overall picture +\end{itemize} +\column{3in} +\center \includegraphics[scale=0.28]{final/best_mix+all_var_blending.png} +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\section{Conclusions} +\begin{frame}\frametitle{Conclusions} +{~}\\ +\begin{itemize} +\item Looks like MN from the beginning recognized the blends. +\item Clearly Blending is the best solution. +\item Lets stick to it and move on? +\item The plan is also to flatten the Mn output<- make live easier for binning optimisation. + +\end{itemize} + + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +\begin{frame}\frametitle{~} + + + +\center \begin{Huge} +BACKUP +\end{Huge} + + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + + + +\begin{frame}\frametitle{~} +\includegraphics[scale=0.28]{final/group_mn1.png} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + + + +\begin{frame}\frametitle{~} +\includegraphics[scale=0.28]{final/group_tmv3_MLPCJ.png} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +\begin{frame}\frametitle{~} +\includegraphics[scale=0.28]{final/MN_V4_vs_B.png} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +\begin{frame}\frametitle{~} +\includegraphics[scale=0.28]{final/all_tmv_vs_mn.png} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +\begin{frame}\frametitle{~} +\includegraphics[scale=0.28]{final/group_tmv2.png} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +\end{document} diff --git a/tau23mu_lhcb/23_12_2013/group_meeting.toc b/tau23mu_lhcb/23_12_2013/group_meeting.toc new file mode 100644 index 0000000..04333e9 --- /dev/null +++ b/tau23mu_lhcb/23_12_2013/group_meeting.toc @@ -0,0 +1,5 @@ +\beamer@endinputifotherversion {3.10pt} +\select@language {english} +\beamer@sectionintoc {2}{TMVA}{3}{0}{1} +\beamer@sectionintoc {3}{Blending}{5}{0}{2} +\beamer@sectionintoc {4}{Conclusions}{8}{0}{3} diff --git a/tau23mu_lhcb/23_12_2013/lasso.png b/tau23mu_lhcb/23_12_2013/lasso.png new file mode 100644 index 0000000..eb690b6 --- /dev/null +++ b/tau23mu_lhcb/23_12_2013/lasso.png Binary files differ diff --git a/tau23mu_lhcb/23_12_2013/license.txt b/tau23mu_lhcb/23_12_2013/license.txt new file mode 100644 index 0000000..4a046d1 --- /dev/null +++ b/tau23mu_lhcb/23_12_2013/license.txt @@ -0,0 +1,21 @@ + +Copyright 2012 Seth Brown, http://www.drbunsen.org/custom-beamer-theme.html + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/tau23mu_lhcb/23_12_2013/macros.aux b/tau23mu_lhcb/23_12_2013/macros.aux new file mode 100644 index 0000000..fdddbef --- /dev/null +++ b/tau23mu_lhcb/23_12_2013/macros.aux @@ -0,0 +1,26 @@ +\relax +\@setckpt{macros}{ +\setcounter{page}{1} +\setcounter{equation}{0} +\setcounter{enumi}{0} +\setcounter{enumii}{0} +\setcounter{enumiii}{0} +\setcounter{enumiv}{0} +\setcounter{footnote}{0} +\setcounter{mpfootnote}{0} +\setcounter{beamerpauses}{0} +\setcounter{lecture}{0} +\setcounter{part}{0} +\setcounter{section}{0} +\setcounter{subsection}{0} +\setcounter{subsubsection}{0} +\setcounter{subsectionslide}{0} +\setcounter{framenumber}{0} +\setcounter{figure}{0} +\setcounter{table}{0} +\setcounter{parentequation}{0} 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a/tau23mu_lhcb/23_12_2013/plots_t_vt/pt_bb.png b/tau23mu_lhcb/23_12_2013/plots_t_vt/pt_bb.png new file mode 100644 index 0000000..691fe6c --- /dev/null +++ b/tau23mu_lhcb/23_12_2013/plots_t_vt/pt_bb.png Binary files differ diff --git a/tau23mu_lhcb/23_12_2013/plots_t_vt/pt_cc.png b/tau23mu_lhcb/23_12_2013/plots_t_vt/pt_cc.png new file mode 100644 index 0000000..063f5ee --- /dev/null +++ b/tau23mu_lhcb/23_12_2013/plots_t_vt/pt_cc.png Binary files differ diff --git a/tau23mu_lhcb/23_12_2013/slide_bg.png b/tau23mu_lhcb/23_12_2013/slide_bg.png new file mode 100644 index 0000000..6dee5a4 --- /dev/null +++ b/tau23mu_lhcb/23_12_2013/slide_bg.png Binary files differ diff --git a/tau23mu_lhcb/23_12_2013/softcode/code.cc b/tau23mu_lhcb/23_12_2013/softcode/code.cc new file mode 100644 index 0000000..d516884 --- /dev/null +++ b/tau23mu_lhcb/23_12_2013/softcode/code.cc @@ -0,0 +1,15 @@ +if(aMother != 0 && aMother->nDaughters() != listOfDaughters.size()) { + // the mother has more daughters than on the list +// something not impotent ... + if(FSR) + { + if( dau->pdtEntry() != 0 ) + { + string name( dau->pdtEntry()->name() ); + if( name.find( "gamma" ) != string::npos){ + std::cout<<"SUCCESSSSS!!!!!!!, we found gamma"<nDaughters() != listOfDaughters.size()) { + // the mother has more daughters... + HepAListIterator< BtaCandidate > dauIter = aMother->daughterIterator(); + BtaCandidate* aDaughter(0); + while( (aDaughter = dauIter()) ) { +// something not impotent ... + if(FSR) + { + if( dau->pdtEntry() != 0 ) + { + string name( dau->pdtEntry()->name() ); + if( name.find( "gamma" ) != string::npos){ + std::cout<<"SUCCESSSSS!!!!!!!, we found gamma"< + +% color definitions +\definecolor{uipaleblue}{RGB}{96,123,139} + +% footer styling +\setbeamercolor{section in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{subsection in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{pagenumber in footer}{fg=white,bg=uipaleblue} + +\defbeamertemplate*{footline}{bunsentheme} +{ + \leavevmode% + \hbox{% + \begin{beamercolorbox}[wd=.33\paperwidth,ht=2.25ex,dp=1ex,center]{section in footer}% + \inserttitle + \end{beamercolorbox}% + \begin{beamercolorbox}[wd=.34\paperwidth,ht=2.25ex,dp=1ex,center]{subsection in footer}% + \insertsectionhead + \end{beamercolorbox}% + \begin{beamercolorbox}[wd=.34\paperwidth,ht=2.25ex,dp=1ex,center]{pagenumber in footer}% + \insertframenumber{} / \inserttotalframenumber\hspace*{2ex} + \end{beamercolorbox}}% + \vskip0pt% +} + +\setbeamersize{text margin left=1em,text margin right=1em} + +\mode + diff --git a/tau23mu_lhcb/25_11_2013/beamerthemebunsen.sty b/tau23mu_lhcb/25_11_2013/beamerthemebunsen.sty new file mode 100644 index 0000000..64fcfbb --- /dev/null +++ b/tau23mu_lhcb/25_11_2013/beamerthemebunsen.sty @@ -0,0 +1,44 @@ +% This program can be redistributed and/or modified under the terms +% of the GNU Public License, version 3. + +\mode + +\newif\ifbeamer@secheader +\beamer@secheaderfalse + +\DeclareOptionBeamer{secheader}{\beamer@secheadertrue} +\ProcessOptionsBeamer + +\useoutertheme{bunsen} + +% color definitions +\definecolor{uipaleblue}{RGB}{96,123,139} +\definecolor{uipoppy}{RGB}{225,64,0} + +% set the title color +\setbeamercolor{title}{fg=uipaleblue} + +% set colors for specific elements +\setbeamercolor{block}{fg=uipoppy} +\setbeamercolor{block title}{fg=uipoppy} % adjust title color to poppy +\setbeamercolor{block item}{fg=uipoppy} +\setbeamercolor{itemize item}{fg=uipoppy} % adjusts the bullet color + +% frame title styling +\setbeamertemplate{frametitle}{\vspace{0.4cm} \color{white} \insertframetitle} + +\usesubitemizeitemtemplate{% + \tiny\raise1.5pt\hbox{\color{beamerstructure}$\blacktriangleright$}% +} +\usesubsubitemizeitemtemplate{% + \tiny\raise1.5pt\hbox{\color{beamerstructure}$\bigstar$}% +} + + +\setbeamersize{text margin left=1em,text margin right=1em} +\setbeamersize{frametitle=\huge} + 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numbersep=5pt, % Abstand der Nummern zum Text + tabsize=2, % Groesse von Tabs + extendedchars=true, % + breaklines=true, % Zeilen werden Umgebrochen + keywordstyle=\color{red}, + frame=b, + % keywordstyle=[1]\textbf, % Stil der Keywords + % keywordstyle=[2]\textbf, % + % keywordstyle=[3]\textbf, % + % keywordstyle=[4]\textbf, \sqrt{\sqrt{}} % + stringstyle=\color{white}\ttfamily, % Farbe der String + showspaces=false, % Leerzeichen anzeigen ? + showtabs=false, % Tabs anzeigen ? + xleftmargin=17pt, + framexleftmargin=17pt, + framexrightmargin=5pt, + framexbottommargin=4pt, + %backgroundcolor=\color{lightgray}, + showstringspaces=false % Leerzeichen in Strings anzeigen ? + } + + %\DeclareCaptionFont{blue}{\color{blue}} + + %\captionsetup[lstlisting]{singlelinecheck=false, labelfont={blue}, textfont={blue}} + \usepackage{caption} +\DeclareCaptionFont{white}{\color{white}} +\DeclareCaptionFormat{listing}{\colorbox[cmyk]{0.43, 0.35, 0.35,0.01}{\parbox{\textwidth}{\hspace{15pt}#1#2#3}}} +\captionsetup[lstlisting]{format=listing,labelfont=white,textfont=white, singlelinecheck=false, margin=0pt, font={bf,footnotesize}} +\usetikzlibrary{arrows} +\usetikzlibrary{shapes} + +%\usepackage{gfsartemisia-euler} +%\usepackage[T1]{fontenc} +\setbeamerfont{frametitle}{size=\LARGE,series=\bfseries} +\tikzstyle{decision} = [diamond, draw, fill=gray!20, + text width=4.5em, text badly centered, node distance=3cm, inner sep=0pt] +\tikzstyle{block} = [rectangle, draw, fill=blue!10, + text width=5em, text centered, rounded corners, minimum height=2em] +\tikzstyle{line} = [draw, -latex'] +\tikzstyle{cloud} = [draw, ellipse,fill=red!10, node distance=3cm, + minimum height=2em] + +\tikzstyle{every picture}+=[remember picture] + + +\renewcommand{\PKs}{{\HepParticle{K}{S}{}\xspace}} +% color definitions +\usepackage{color} +\definecolor{uipoppy}{RGB}{225, 64, 5} +\definecolor{uipaleblue}{RGB}{96,123,139} +\definecolor{uiblack}{RGB}{0, 0, 0} + +% caption styling +%\DeclareCaptionFont{uiblack}{\color{uiblack}} +%\DeclareCaptionFont{uipoppy}{\color{uipoppy}} +%\captionsetup{labelfont={uipoppy},textfont=uiblack} + +% see the macros.tex file for definitions +\include{macros } + +% title slide definition +\title{Trigger impact on MVA} +%\subtitle{a bias report} +\author{ Marcin Chrz\k{a}szcz$^{1,2}$} +\institute[UTH, IFJ] +{ + %\begin{tiny} +$ ^1$ University of Zurich , $ ^2$ Institute of Nuclear Physics, Krakow, + %\end{tiny}smallsmall +} + + +\date{ \today} + +%-------------------------------------------------------------------- +% Introduction +%-------------------------------------------------------------------- + +\begin{document} + + + + +\setbeamertemplate{background} +{\includegraphics[width=\paperwidth,height=\paperheight]{frontpage_bg_mine}} +\setbeamertemplate{footline}[default] + +\begin{frame} +\vspace{1.1cm} +\begin{columns} +\column{2.75in} + \titlepage + + \begin{center} + \includegraphics[height=1.0cm ]{pic/uzh.jpg} + % \hspace{0.5cm} + % \includegraphics[height=1.5cm]{pic/babar.jpg} + \hspace{1cm} + \includegraphics[height=1.0cm]{pic/ifj.png} + \hspace{1cm} + %\includegraphics[height=1.0cm]{pic/SNS.jpg} + \end{center} + \vspace{10cm} +\column{2.0in} +\end{columns} +\end{frame} + +%-------------------------------------------------------------------- +% OUTLINE +%-------------------------------------------------------------------- + + + + +\section[Outline]{} +\begin{frame} +\tableofcontents +\end{frame} + + +%------------------------------------------------------------------- +% Introduction +%------------------------------------------------------------------- +% +% Set the background for the rest of the slides. +% Insert infoline +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] + +\title{Update on analysis} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%2>%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\section{Impact of the trigger for the distributions} +\begin{frame}\frametitle{Trigger efficiency} +{~}\\ +let's look on the implications of trigger\footnote{\begin{small}TriggerTOSHlt2TriMuonTauDecision||\\TriggerTOSHlt2CharmSemilep3bodyD2KMuMuDecision\end{small}} for our classifier studies:\\ +\begin{itemize} +\item Signal efficiency ($\epsilon_{trig}=\frac{n_{evets,preselection+trig}}{n_{evets,preselection}}$)\\ $\epsilon_{trig}=0.928385$ +\item $\epsilon_{c\bar{c}}=0.607188$ +\item $\epsilon_{b\bar{b}}=0.624879$ + +\end{itemize} +\begin{enumerate} +\item Loosing over $\dfrac{1}{3}$ of training events is very not nice ;( +\item But maybe they look very similar to our triggered bck? Would explain why BDT didn't learn how to reject them efficiently. +\end{enumerate} + + + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/CDF1_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/CDF1_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/CDF1_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/CDF1_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/CDF2_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/CDF2_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/CDF2_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/CDF2_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/CDF3_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/CDF3_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/CDF3_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/CDF3_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/dira_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/dira_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/dira_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/dira_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/doca1_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/doca1_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/doca1_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/doca1_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/doca2_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/doca2_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/doca2_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/doca2_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/doca3_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/doca3_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/doca3_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/doca3_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/fl_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/fl_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/fl_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/fl_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/fle_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/fle_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/fle_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/fle_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/ip_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/ip_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/ip_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/ip_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/ips_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/ips_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/ips_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/ips_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/ips_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/ips_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/ips_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/ips_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/isolationa_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/isolationa_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/isolationa_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/isolationa_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/isolationb_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/isolationb_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/isolationb_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/isolationb_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/isolationc_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/isolationc_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/isolationc_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/isolationc_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/p0_ip_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/p0_ip_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/p0_ip_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/p0_ip_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/p0_ips_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/p0_ips_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/p0_ips_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/p0_ips_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/p0_pt_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/p0_pt_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/p0_pt_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/p0_pt_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/p1_pt_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/p1_pt_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/p1_pt_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/p1_pt_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/p2_pt_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/p2_pt_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/p2_pt_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/p2_pt_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\tiny UP row $b\bar{b}$, down $c\bar{c}$ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vs_nt/pt_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vs_nt/pt_cc.png} + + +\column{2.5in} + \includegraphics[scale=0.18]{plots_t_vt/pt_bb.png}\\ + \includegraphics[scale=0.18]{plots_t_vt/pt_cc.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\begin{itemize} +\item There are same small hints: IP Significance is a bit different, and they are worse isolated +\item Was hopping to see something more. +\item Maybe the answer is the correlations inside BDT? + +\end{itemize} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\begin{columns} +\column{2.5in} + \includegraphics[scale=0.28]{plots_t_vs_nt/CorrelationMatrixB.png} + + +\column{2.5in} + \includegraphics[scale=0.28]{plots_t_vt/CorrelationMatrixB.png} + +\end{columns} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Distributions} +{~}\\ +\begin{itemize} +\item Again nothing, wrrrrrrrrrr :( +\item Last day I had a chat with Paul and he suggested to train 2 classifiers(with trigger veto and without) and to test them on data. +\item Seems like definite way. +\end{itemize} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + + + +\begin{frame}\frametitle{BDT comparison} +{~}\\ +\begin{itemize} +\item Did a fast preliminary test yesterday. +\item Looks like we gain on selecting the trigger on the TMVA level.(VERY preliminary!) +\end{itemize} + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + + + + +\begin{frame}\frametitle{Number of variables in BDT} +{~}\\ +\begin{itemize} +\item i asked my self a question how much variables we need to put inside our BDT. +\item You don't want to put to much, or to little. +\item Used the lasso method.\\ +\href{http://scikit-learn.org/0.13/modules/generated/sklearn.linear_model.lars_path.html}{ LINK} +\end{itemize} + +\center \includegraphics[scale=0.4]{lasso.png} + + + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + + + + + + + + + + + + + +\end{document} diff --git a/tau23mu_lhcb/25_11_2013/group_meeting.toc b/tau23mu_lhcb/25_11_2013/group_meeting.toc new file mode 100644 index 0000000..39d9ba1 --- /dev/null +++ b/tau23mu_lhcb/25_11_2013/group_meeting.toc @@ -0,0 +1,3 @@ +\beamer@endinputifotherversion {3.10pt} +\select@language {english} +\beamer@sectionintoc {2}{Impact of the trigger for the distributions}{3}{0}{1} diff --git a/tau23mu_lhcb/25_11_2013/lasso.png b/tau23mu_lhcb/25_11_2013/lasso.png new file mode 100644 index 0000000..eb690b6 --- /dev/null +++ b/tau23mu_lhcb/25_11_2013/lasso.png Binary files differ diff --git a/tau23mu_lhcb/25_11_2013/license.txt b/tau23mu_lhcb/25_11_2013/license.txt new file mode 100644 index 0000000..4a046d1 --- /dev/null +++ b/tau23mu_lhcb/25_11_2013/license.txt @@ -0,0 +1,21 @@ + +Copyright 2012 Seth Brown, http://www.drbunsen.org/custom-beamer-theme.html + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/tau23mu_lhcb/25_11_2013/macros.aux b/tau23mu_lhcb/25_11_2013/macros.aux new file mode 100644 index 0000000..fdddbef --- /dev/null +++ b/tau23mu_lhcb/25_11_2013/macros.aux @@ -0,0 +1,26 @@ +\relax +\@setckpt{macros}{ +\setcounter{page}{1} +\setcounter{equation}{0} +\setcounter{enumi}{0} +\setcounter{enumii}{0} +\setcounter{enumiii}{0} +\setcounter{enumiv}{0} +\setcounter{footnote}{0} +\setcounter{mpfootnote}{0} +\setcounter{beamerpauses}{0} +\setcounter{lecture}{0} +\setcounter{part}{0} +\setcounter{section}{0} +\setcounter{subsection}{0} +\setcounter{subsubsection}{0} +\setcounter{subsectionslide}{0} +\setcounter{framenumber}{0} +\setcounter{figure}{0} +\setcounter{table}{0} +\setcounter{parentequation}{0} 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b/tau23mu_lhcb/25_11_2013/slide_bg.png new file mode 100644 index 0000000..6dee5a4 --- /dev/null +++ b/tau23mu_lhcb/25_11_2013/slide_bg.png Binary files differ diff --git a/tau23mu_lhcb/25_11_2013/softcode/code.cc b/tau23mu_lhcb/25_11_2013/softcode/code.cc new file mode 100644 index 0000000..d516884 --- /dev/null +++ b/tau23mu_lhcb/25_11_2013/softcode/code.cc @@ -0,0 +1,15 @@ +if(aMother != 0 && aMother->nDaughters() != listOfDaughters.size()) { + // the mother has more daughters than on the list +// something not impotent ... + if(FSR) + { + if( dau->pdtEntry() != 0 ) + { + string name( dau->pdtEntry()->name() ); + if( name.find( "gamma" ) != string::npos){ + std::cout<<"SUCCESSSSS!!!!!!!, we found gamma"<nDaughters() != listOfDaughters.size()) { + // the mother has more daughters... + HepAListIterator< BtaCandidate > dauIter = aMother->daughterIterator(); + BtaCandidate* aDaughter(0); + while( (aDaughter = dauIter()) ) { +// something not impotent ... + if(FSR) + { + if( dau->pdtEntry() != 0 ) + { + string name( dau->pdtEntry()->name() ); + if( name.find( "gamma" ) != string::npos){ + std::cout<<"SUCCESSSSS!!!!!!!, we found gamma"< + +% color definitions +\definecolor{uipaleblue}{RGB}{96,123,139} + +% footer styling +\setbeamercolor{section in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{subsection in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{pagenumber in footer}{fg=white,bg=uipaleblue} + +\defbeamertemplate*{footline}{bunsentheme} +{ + \leavevmode% + \hbox{% + \begin{beamercolorbox}[wd=.33\paperwidth,ht=2.25ex,dp=1ex,center]{section in footer}% + \inserttitle + \end{beamercolorbox}% + \begin{beamercolorbox}[wd=.34\paperwidth,ht=2.25ex,dp=1ex,center]{subsection in footer}% + \insertsectionhead + \end{beamercolorbox}% + \begin{beamercolorbox}[wd=.34\paperwidth,ht=2.25ex,dp=1ex,center]{pagenumber in footer}% + \insertframenumber{} / \inserttotalframenumber\hspace*{2ex} + \end{beamercolorbox}}% + \vskip0pt% +} + +\setbeamersize{text margin left=1em,text margin right=1em} + +\mode + diff --git a/tau23mu_lhcb/27_10_2013/beamerthemebunsen.sty b/tau23mu_lhcb/27_10_2013/beamerthemebunsen.sty new file mode 100644 index 0000000..64fcfbb --- /dev/null +++ b/tau23mu_lhcb/27_10_2013/beamerthemebunsen.sty @@ -0,0 +1,44 @@ +% This program can be redistributed and/or modified under the terms +% of the GNU Public License, version 3. + +\mode + +\newif\ifbeamer@secheader +\beamer@secheaderfalse + +\DeclareOptionBeamer{secheader}{\beamer@secheadertrue} +\ProcessOptionsBeamer + +\useoutertheme{bunsen} + +% color definitions +\definecolor{uipaleblue}{RGB}{96,123,139} +\definecolor{uipoppy}{RGB}{225,64,0} + +% set the title color +\setbeamercolor{title}{fg=uipaleblue} + +% set colors for specific elements +\setbeamercolor{block}{fg=uipoppy} +\setbeamercolor{block title}{fg=uipoppy} % adjust title color to poppy +\setbeamercolor{block item}{fg=uipoppy} +\setbeamercolor{itemize item}{fg=uipoppy} % adjusts the bullet color + +% frame title 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; + + \pgfmathsetmacro{\eyeX}{0.5*\SmileyRadius*cos(30)} + \pgfmathsetmacro{\eyeY}{0.5*\SmileyRadius*sin(30)} + \draw [fill=cyan,draw=none] (\eyeX,\eyeY) circle (0.15cm); + \draw [fill=cyan,draw=none] (-\eyeX,\eyeY) circle (0.15cm); + + \pgfmathsetmacro{\xScale}{2*\eyeX/180} + \pgfmathsetmacro{\yScale}{1.0*\eyeY} + \draw[color=red, domain=-\eyeX:\eyeX] + plot ({\x},{ + -0.1+#1*0.15 % shift the smiley as smile decreases + -#1*1.75*\yScale*(sin((\x+\eyeX)/\xScale))-\eyeY}); +\end{tikzpicture}% +}% +% set fonts +\usepackage{amsfonts} +\usepackage{amsmath} +\usepackage{verbatim} + +\usepackage{fancyvrb} +\DefineVerbatimEnvironment{code}{Verbatim}{fontsize=\small} +\DefineVerbatimEnvironment{example}{Verbatim}{fontsize=\small} +\usepackage{listings} + \usepackage{courier} + \lstset{ + basicstyle=\footnotesize\ttfamily, % Standardschrift + %numbers=left, % Ort der Zeilennummern + numberstyle=\tiny, % Stil der Zeilennummern + %stepnumber=2, % Abstand zwischen den Zeilennummern + 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+%\DeclareCaptionFont{uiblack}{\color{uiblack}} +%\DeclareCaptionFont{uipoppy}{\color{uipoppy}} +%\captionsetup{labelfont={uipoppy},textfont=uiblack} + +% see the macros.tex file for definitions +\include{macros } + +% title slide definition +\title{Stuff made at midnight } +%\subtitle{a bias report} +\author{ Marcin Chrz\k{a}szcz$^{1,2}$ , Nicola Serra$^{1}$ } +\institute[UTH, IFJ] +{ + %\begin{tiny} +$ ^1$ University of Zurich , $ ^2$ Institute of Nuclear Physics, Krakow, + %\end{tiny}smallsmall +} + + +\date{ \today} + +%-------------------------------------------------------------------- +% Introduction +%-------------------------------------------------------------------- + +\begin{document} + + + + +\setbeamertemplate{background} +{\includegraphics[width=\paperwidth,height=\paperheight]{frontpage_bg_mine}} +\setbeamertemplate{footline}[default] + +\begin{frame} +\vspace{1.1cm} +\begin{columns} +\column{2.75in} + \titlepage + + \begin{center} + \includegraphics[height=1.0cm ]{pic/uzh.jpg} + % \hspace{0.5cm} + % \includegraphics[height=1.5cm]{pic/babar.jpg} + \hspace{1cm} + \includegraphics[height=1.0cm]{pic/ifj.png} + \hspace{1cm} + %\includegraphics[height=1.0cm]{pic/SNS.jpg} + \end{center} + \vspace{10cm} +\column{2.0in} +\end{columns} +\end{frame} + +%-------------------------------------------------------------------- +% OUTLINE +%-------------------------------------------------------------------- + + + + +\section[Outline]{} +\begin{frame} +\tableofcontents +\end{frame} + + +%------------------------------------------------------------------- +% Introduction +%------------------------------------------------------------------- +% +% Set the background for the rest of the slides. +% Insert infoline +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] + +\title{Update on analysis} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%2>%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\section{PID + GeoMVA} +\begin{frame}\frametitle{PID + GeoMVA} +{~}\\ +Let's make a rough estimate using MC. This looks promising but doesn't tell the whole story. + + + \includegraphics[scale=0.36]{pidmva/ROCPID.png} + + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} +\end{frame} + +%\section{Work done so far} +\begin{frame}\frametitle{PID + GeoMVA} +{~}\\ +\begin{itemize} +\item Since doing this on data is beyond one week let's make a rule of thumb on MC. +\item Let's say we are sensitive to bins: $PID>0.43+GeoMVA>0.35$ +\item On MC signal efficiency is arround $11\%$. +\item Lets see what happens there. +\item What is the date for MVA to be finish? +\end{itemize} + + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} +\end{frame} +\begin{frame}\frametitle{PID + GeoMVA} +{~}\\ + + \includegraphics[scale=0.30]{pidmva/comparison2.png}\\ + + Looks like at least $10\%$ is achievable. Calibration is also doable(need to check statistics). + + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} +\end{frame} +\begin{frame}\frametitle{PID + GeoMVA Conclusions} +{~}\\ +\begin{itemize} +\item MC bck statistics are not enough to give a definite answer. +\item Need to look at data =( +\item The plan is to have two MVA with and without PID. +\item The extra work is minimal and we can easily gain. +\end{itemize} + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} +\end{frame} + +\begin{frame}\frametitle{$\tau \to 3 \mu$ specifics} +{~} + + +\only<1> +{ +In case of $\tau \to 3 \mu$ we want different isolation parameters for different kinds of decays: + \begin{itemize} + \item $D \to \tau$ + \item $Ds \to \tau$ + \item $B \to D \to \tau$ + \item $B \to Ds \to \tau$ + \item $B \to \tau$ + \end{itemize} + + +} +\only<2> +{ +\begin{enumerate} + +\item Does it make any sense to make my life so complicated? +\item YES! +\item Example: $B \to \tau$ is in $99 \%$ $B \to D \tau X$. +\item This means we if you have D and tau close to each other track from D can go to $\tau$ etc. +\item In their approach this truck would be considered non-isolating which is nonsense because it forms a bck candidate! +\item From first looks the problem can be reduced to 3 chains: $B \to \tau$, + $B \to Dx \to \tau$, $D \to \tau$. +\end{enumerate} + + +} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%5 + + + +\only<3> +{ + + \begin{columns} +\column{2.5in} + + \includegraphics[scale=0.21]{tmva_tau23mu/mva_BDT.png} + + +\column{2.5in} + + \includegraphics[scale=0.21]{tmva_tau23mu/rejBvsS.png} +\end{columns} + + + \begin{columns} +\column{2.5in} + + \includegraphics[scale=0.21]{tmva_tau23mu/mva_BDT_21513000.png} + + +\column{2.5in} + + \includegraphics[scale=0.21]{tmva_tau23mu/rejBvsS_21513000.png} +\end{columns} + + + + + + +} + + + + + + + +\end{frame} + + + + +\end{document} diff --git a/tau23mu_lhcb/27_10_2013/group_meeting.toc b/tau23mu_lhcb/27_10_2013/group_meeting.toc new file mode 100644 index 0000000..c737a57 --- /dev/null +++ b/tau23mu_lhcb/27_10_2013/group_meeting.toc @@ -0,0 +1,3 @@ +\beamer@endinputifotherversion {3.10pt} +\select@language {english} +\beamer@sectionintoc {2}{PID + GeoMVA}{3}{0}{1} diff --git a/tau23mu_lhcb/27_10_2013/license.txt b/tau23mu_lhcb/27_10_2013/license.txt new file mode 100644 index 0000000..4a046d1 --- /dev/null +++ b/tau23mu_lhcb/27_10_2013/license.txt @@ -0,0 +1,21 @@ + +Copyright 2012 Seth Brown, http://www.drbunsen.org/custom-beamer-theme.html + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/tau23mu_lhcb/27_10_2013/macros.aux b/tau23mu_lhcb/27_10_2013/macros.aux new file mode 100644 index 0000000..fdddbef --- /dev/null +++ b/tau23mu_lhcb/27_10_2013/macros.aux @@ -0,0 +1,26 @@ +\relax +\@setckpt{macros}{ +\setcounter{page}{1} +\setcounter{equation}{0} +\setcounter{enumi}{0} +\setcounter{enumii}{0} +\setcounter{enumiii}{0} +\setcounter{enumiv}{0} +\setcounter{footnote}{0} +\setcounter{mpfootnote}{0} +\setcounter{beamerpauses}{0} +\setcounter{lecture}{0} +\setcounter{part}{0} +\setcounter{section}{0} +\setcounter{subsection}{0} +\setcounter{subsubsection}{0} +\setcounter{subsectionslide}{0} +\setcounter{framenumber}{0} +\setcounter{figure}{0} +\setcounter{table}{0} +\setcounter{parentequation}{0} 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file mode 100644 index 0000000..e31ec9a --- /dev/null +++ b/tau23mu_lhcb/27_10_2013/pidmva/comparison2.png Binary files differ diff --git a/tau23mu_lhcb/27_10_2013/slide_bg.png b/tau23mu_lhcb/27_10_2013/slide_bg.png new file mode 100644 index 0000000..6dee5a4 --- /dev/null +++ b/tau23mu_lhcb/27_10_2013/slide_bg.png Binary files differ diff --git a/tau23mu_lhcb/27_10_2013/softcode/code.cc b/tau23mu_lhcb/27_10_2013/softcode/code.cc new file mode 100644 index 0000000..d516884 --- /dev/null +++ b/tau23mu_lhcb/27_10_2013/softcode/code.cc @@ -0,0 +1,15 @@ +if(aMother != 0 && aMother->nDaughters() != listOfDaughters.size()) { + // the mother has more daughters than on the list +// something not impotent ... + if(FSR) + { + if( dau->pdtEntry() != 0 ) + { + string name( dau->pdtEntry()->name() ); + if( name.find( "gamma" ) != string::npos){ + std::cout<<"SUCCESSSSS!!!!!!!, we found gamma"<nDaughters() != listOfDaughters.size()) { + // the mother has more daughters... + HepAListIterator< BtaCandidate > dauIter = aMother->daughterIterator(); + BtaCandidate* aDaughter(0); + while( (aDaughter = dauIter()) ) { +// something not impotent ... + if(FSR) + { + if( dau->pdtEntry() != 0 ) + { + string name( dau->pdtEntry()->name() ); + if( name.find( "gamma" ) != string::npos){ + std::cout<<"SUCCESSSSS!!!!!!!, we found gamma"< + +% color definitions +\definecolor{uipaleblue}{RGB}{96,123,139} + +% footer styling +\setbeamercolor{section in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{subsection in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{pagenumber in footer}{fg=white,bg=uipaleblue} + +\defbeamertemplate*{footline}{bunsentheme} +{ + \leavevmode% + \hbox{% + \begin{beamercolorbox}[wd=.33\paperwidth,ht=2.25ex,dp=1ex,center]{section in footer}% + \inserttitle + \end{beamercolorbox}% + \begin{beamercolorbox}[wd=.34\paperwidth,ht=2.25ex,dp=1ex,center]{subsection in footer}% + \insertsectionhead + \end{beamercolorbox}% + \begin{beamercolorbox}[wd=.34\paperwidth,ht=2.25ex,dp=1ex,center]{pagenumber in footer}% + \insertframenumber{} / \inserttotalframenumber\hspace*{2ex} + \end{beamercolorbox}}% + \vskip0pt% +} + +\setbeamersize{text margin left=1em,text margin right=1em} + +\mode + diff --git a/tau23mu_lhcb/2_12_2013/beamerthemebunsen.sty b/tau23mu_lhcb/2_12_2013/beamerthemebunsen.sty new file mode 100644 index 0000000..64fcfbb --- /dev/null +++ b/tau23mu_lhcb/2_12_2013/beamerthemebunsen.sty @@ -0,0 +1,44 @@ +% This program can be redistributed and/or modified under the terms +% of the GNU Public License, version 3. + +\mode + +\newif\ifbeamer@secheader +\beamer@secheaderfalse + +\DeclareOptionBeamer{secheader}{\beamer@secheadertrue} +\ProcessOptionsBeamer + +\useoutertheme{bunsen} + +% color definitions +\definecolor{uipaleblue}{RGB}{96,123,139} +\definecolor{uipoppy}{RGB}{225,64,0} + +% set the title color +\setbeamercolor{title}{fg=uipaleblue} + +% set colors for specific elements 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corners, minimum height=2em] +\tikzstyle{line} = [draw, -latex'] +\tikzstyle{cloud} = [draw, ellipse,fill=red!10, node distance=3cm, + minimum height=2em] + +\tikzstyle{every picture}+=[remember picture] + + +\renewcommand{\PKs}{{\HepParticle{K}{S}{}\xspace}} +% color definitions +\usepackage{color} +\definecolor{uipoppy}{RGB}{225, 64, 5} +\definecolor{uipaleblue}{RGB}{96,123,139} +\definecolor{uiblack}{RGB}{0, 0, 0} + +% caption styling +%\DeclareCaptionFont{uiblack}{\color{uiblack}} +%\DeclareCaptionFont{uipoppy}{\color{uipoppy}} +%\captionsetup{labelfont={uipoppy},textfont=uiblack} + +% see the macros.tex file for definitions +\include{macros } + +% title slide definition +\title{Trigger impact on MVA, weighting problem?} +%\subtitle{a bias report} +\author{ Marcin Chrz\k{a}szcz$^{1,2}$} +\institute[UTH, IFJ] +{ + %\begin{tiny} +$ ^1$ University of Zurich , $ ^2$ Institute of Nuclear Physics, Krakow, + %\end{tiny}smallsmall +} + + +\date{ \today} + +%-------------------------------------------------------------------- +% Introduction +%-------------------------------------------------------------------- + +\begin{document} + + + + +\setbeamertemplate{background} +{\includegraphics[width=\paperwidth,height=\paperheight]{frontpage_bg_mine}} +\setbeamertemplate{footline}[default] + +\begin{frame} +\vspace{1.1cm} +\begin{columns} +\column{2.75in} + \titlepage + + \begin{center} + \includegraphics[height=1.0cm ]{pic/uzh.jpg} + % \hspace{0.5cm} + % \includegraphics[height=1.5cm]{pic/babar.jpg} + \hspace{1cm} + \includegraphics[height=1.0cm]{pic/ifj.png} + \hspace{1cm} + %\includegraphics[height=1.0cm]{pic/SNS.jpg} + \end{center} + \vspace{10cm} +\column{2.0in} +\end{columns} +\end{frame} + +%-------------------------------------------------------------------- +% OUTLINE +%-------------------------------------------------------------------- + + + + +\section[Outline]{} +\begin{frame} +\tableofcontents +\end{frame} + + +%------------------------------------------------------------------- +% Introduction +%------------------------------------------------------------------- +% +% Set the background for the rest of the slides. +% Insert infoline +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] + +\title{Update on analysis} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%2>%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\section{Impact of the trigger for the distributions} +\begin{frame}\frametitle{Reminder} +{~}\\ +\begin{itemize} +\item Selecting trigger suggested by Paul kills $\dfrac{1}{3}$ of our training sample. +\item Investigated distributions and correlations of this events to see if they can change our classifier output. +\item Didn't find any significant difference. +\item Final test was to apply it to data and see the effect. +\end{itemize} + + + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +\begin{frame}\frametitle{Data test details} +{~}\\ +\begin{itemize} +\item Training done with the same variables. +\item Each training was optimised for specific cuts. +\item Tested several clasifiers: BDT, BDTG, MLP, MATRIXNET +\item Tested on inersidebands, lardge sidebands, whole sample +\end{itemize} + + + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +\begin{frame}\frametitle{Results} +{~}\\ +\begin{itemize} +\item All test point out that it's better to keep the nontriggered events for training. +\item Not a bis surprised, we are on the downside in terms of statistics. +\item Easy to over train: +\end{itemize} +\center \includegraphics[scale=0.28]{overtrain_BDT.png} + + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{Conclusions} +{~}\\ +\begin{itemize} +\item Strongly suggest to keep the nontriggered events for training. +\item Can't afford to loose $1/3$ of data. +\item Very small difference between triggered events and non-triggered events. +\end{itemize} + + + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\section{MC Mixing} +\begin{frame}\frametitle{MC Mixing} +{~}\\ +Last week Jon reported that that we have a discrepancy between the number of events in the MC. +I decided to rerun whole simulation from scratch for the most relevant channel:$\PDs \to \tau X$\\ +Previous time: +\begin{itemize} +\item Generator Efficiency: $63.111 \pm 0.0766$ +\item Generator Efficiency Cut: $11.9557 \pm 0.022$ +\end{itemize} +This time: +\begin{itemize} +\item Generator Efficiency:$ 63.142 \pm 0.0857$ +\item Generator Efficiency Cut: $11.971 \pm 0.0178$ + +\end{itemize} +\begin{alertblock}{Conclusion} +Need to sit down with Jon to undestand what is the difference of what we compute +\end{alertblock} + + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + + + + + + + + + +\end{document} diff --git a/tau23mu_lhcb/2_12_2013/group_meeting.toc b/tau23mu_lhcb/2_12_2013/group_meeting.toc new file mode 100644 index 0000000..4922947 --- /dev/null +++ b/tau23mu_lhcb/2_12_2013/group_meeting.toc @@ -0,0 +1,4 @@ +\beamer@endinputifotherversion {3.10pt} +\select@language {english} +\beamer@sectionintoc {2}{Impact of the trigger for the distributions}{3}{0}{1} +\beamer@sectionintoc {3}{MC Mixing}{7}{0}{2} diff --git a/tau23mu_lhcb/2_12_2013/lasso.png b/tau23mu_lhcb/2_12_2013/lasso.png new file mode 100644 index 0000000..eb690b6 --- /dev/null +++ b/tau23mu_lhcb/2_12_2013/lasso.png Binary files differ diff --git a/tau23mu_lhcb/2_12_2013/license.txt b/tau23mu_lhcb/2_12_2013/license.txt new file mode 100644 index 0000000..4a046d1 --- /dev/null +++ b/tau23mu_lhcb/2_12_2013/license.txt @@ -0,0 +1,21 @@ + +Copyright 2012 Seth Brown, http://www.drbunsen.org/custom-beamer-theme.html + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/tau23mu_lhcb/2_12_2013/macros.aux b/tau23mu_lhcb/2_12_2013/macros.aux new file mode 100644 index 0000000..fdddbef --- /dev/null +++ b/tau23mu_lhcb/2_12_2013/macros.aux @@ -0,0 +1,26 @@ +\relax +\@setckpt{macros}{ +\setcounter{page}{1} +\setcounter{equation}{0} +\setcounter{enumi}{0} +\setcounter{enumii}{0} +\setcounter{enumiii}{0} +\setcounter{enumiv}{0} +\setcounter{footnote}{0} +\setcounter{mpfootnote}{0} +\setcounter{beamerpauses}{0} +\setcounter{lecture}{0} +\setcounter{part}{0} +\setcounter{section}{0} +\setcounter{subsection}{0} +\setcounter{subsubsection}{0} +\setcounter{subsectionslide}{0} +\setcounter{framenumber}{0} +\setcounter{figure}{0} +\setcounter{table}{0} +\setcounter{parentequation}{0} 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b/tau23mu_lhcb/2_12_2013/slide_bg.png new file mode 100644 index 0000000..6dee5a4 --- /dev/null +++ b/tau23mu_lhcb/2_12_2013/slide_bg.png Binary files differ diff --git a/tau23mu_lhcb/2_12_2013/softcode/code.cc b/tau23mu_lhcb/2_12_2013/softcode/code.cc new file mode 100644 index 0000000..d516884 --- /dev/null +++ b/tau23mu_lhcb/2_12_2013/softcode/code.cc @@ -0,0 +1,15 @@ +if(aMother != 0 && aMother->nDaughters() != listOfDaughters.size()) { + // the mother has more daughters than on the list +// something not impotent ... + if(FSR) + { + if( dau->pdtEntry() != 0 ) + { + string name( dau->pdtEntry()->name() ); + if( name.find( "gamma" ) != string::npos){ + std::cout<<"SUCCESSSSS!!!!!!!, we found gamma"<nDaughters() != listOfDaughters.size()) { + // the mother has more daughters... + HepAListIterator< BtaCandidate > dauIter = aMother->daughterIterator(); + BtaCandidate* aDaughter(0); + while( (aDaughter = dauIter()) ) { +// something not impotent ... + if(FSR) + { + if( dau->pdtEntry() != 0 ) + { + string name( dau->pdtEntry()->name() ); + if( name.find( "gamma" ) != string::npos){ + std::cout<<"SUCCESSSSS!!!!!!!, we found gamma"< + +% color definitions +\definecolor{uipaleblue}{RGB}{96,123,139} + +% footer styling +\setbeamercolor{section in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{subsection in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{pagenumber in footer}{fg=white,bg=uipaleblue} + +\defbeamertemplate*{footline}{bunsentheme} +{ + \leavevmode% + \hbox{% + \begin{beamercolorbox}[wd=.33\paperwidth,ht=2.25ex,dp=1ex,center]{section in footer}% + \inserttitle + \end{beamercolorbox}% + \begin{beamercolorbox}[wd=.34\paperwidth,ht=2.25ex,dp=1ex,center]{subsection in footer}% + \insertsectionhead + \end{beamercolorbox}% + \begin{beamercolorbox}[wd=.34\paperwidth,ht=2.25ex,dp=1ex,center]{pagenumber in footer}% + \insertframenumber{} / \inserttotalframenumber\hspace*{2ex} + \end{beamercolorbox}}% + \vskip0pt% +} + +\setbeamersize{text margin left=1em,text margin right=1em} + +\mode + diff --git a/tau23mu_lhcb/4_11_2013/beamerthemebunsen.sty b/tau23mu_lhcb/4_11_2013/beamerthemebunsen.sty new file mode 100644 index 0000000..64fcfbb --- /dev/null +++ b/tau23mu_lhcb/4_11_2013/beamerthemebunsen.sty @@ -0,0 +1,44 @@ +% This program can be redistributed and/or modified under the terms +% of the GNU Public License, version 3. + +\mode + +\newif\ifbeamer@secheader +\beamer@secheaderfalse + +\DeclareOptionBeamer{secheader}{\beamer@secheadertrue} +\ProcessOptionsBeamer + +\useoutertheme{bunsen} + +% color definitions +\definecolor{uipaleblue}{RGB}{96,123,139} +\definecolor{uipoppy}{RGB}{225,64,0} + +% set the title color +\setbeamercolor{title}{fg=uipaleblue} + +% set colors for specific elements +\setbeamercolor{block}{fg=uipoppy} +\setbeamercolor{block title}{fg=uipoppy} % adjust title color to poppy +\setbeamercolor{block item}{fg=uipoppy} +\setbeamercolor{itemize item}{fg=uipoppy} % adjusts the bullet color + +% frame title styling +\setbeamertemplate{frametitle}{\vspace{0.4cm} \color{white} \insertframetitle} + +\usesubitemizeitemtemplate{% + \tiny\raise1.5pt\hbox{\color{beamerstructure}$\blacktriangleright$}% +} +\usesubsubitemizeitemtemplate{% + \tiny\raise1.5pt\hbox{\color{beamerstructure}$\bigstar$}% +} + + +\setbeamersize{text margin left=1em,text margin right=1em} +\setbeamersize{frametitle=\huge} + +\ifbeamer@secheader\else\setbeamertemplate{headline}[default]\fi + +\mode + diff --git a/tau23mu_lhcb/4_11_2013/fits/new/pid_-0.1_0.48geo-0.48_0.05.png b/tau23mu_lhcb/4_11_2013/fits/new/pid_-0.1_0.48geo-0.48_0.05.png new file mode 100644 index 0000000..d28a92f --- /dev/null +++ b/tau23mu_lhcb/4_11_2013/fits/new/pid_-0.1_0.48geo-0.48_0.05.png Binary files differ diff --git a/tau23mu_lhcb/4_11_2013/fits/new/pid_-0.1_0.48geo0.05_0.35.png b/tau23mu_lhcb/4_11_2013/fits/new/pid_-0.1_0.48geo0.05_0.35.png new file mode 100644 index 0000000..baa65b1 --- /dev/null +++ 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+\tikzstyle{block} = [rectangle, draw, fill=blue!10, + text width=5em, text centered, rounded corners, minimum height=2em] +\tikzstyle{line} = [draw, -latex'] +\tikzstyle{cloud} = [draw, ellipse,fill=red!10, node distance=3cm, + minimum height=2em] + +\tikzstyle{every picture}+=[remember picture] + + +\renewcommand{\PKs}{{\HepParticle{K}{S}{}\xspace}} +% color definitions +\usepackage{color} +\definecolor{uipoppy}{RGB}{225, 64, 5} +\definecolor{uipaleblue}{RGB}{96,123,139} +\definecolor{uiblack}{RGB}{0, 0, 0} + +% caption styling +%\DeclareCaptionFont{uiblack}{\color{uiblack}} +%\DeclareCaptionFont{uipoppy}{\color{uipoppy}} +%\captionsetup{labelfont={uipoppy},textfont=uiblack} + +% see the macros.tex file for definitions +\include{macros } + +% title slide definition +\title{Update} +%\subtitle{a bias report} +\author{ Marcin Chrz\k{a}szcz$^{1,2}$ , Nicola Serra$^{1}$ } +\institute[UTH, IFJ] +{ + %\begin{tiny} +$ ^1$ University of Zurich , $ ^2$ Institute of Nuclear Physics, Krakow, + %\end{tiny}smallsmall +} + + +\date{ \today} + +%-------------------------------------------------------------------- +% Introduction +%-------------------------------------------------------------------- + +\begin{document} + + + + +\setbeamertemplate{background} +{\includegraphics[width=\paperwidth,height=\paperheight]{frontpage_bg_mine}} +\setbeamertemplate{footline}[default] + +\begin{frame} +\vspace{1.1cm} +\begin{columns} +\column{2.75in} + \titlepage + + \begin{center} + \includegraphics[height=1.0cm ]{pic/uzh.jpg} + % \hspace{0.5cm} + % \includegraphics[height=1.5cm]{pic/babar.jpg} + \hspace{1cm} + \includegraphics[height=1.0cm]{pic/ifj.png} + \hspace{1cm} + %\includegraphics[height=1.0cm]{pic/SNS.jpg} + \end{center} + \vspace{10cm} +\column{2.0in} +\end{columns} +\end{frame} + +%-------------------------------------------------------------------- +% OUTLINE +%-------------------------------------------------------------------- + + + + +\section[Outline]{} +\begin{frame} +\tableofcontents +\end{frame} + + +%------------------------------------------------------------------- +% Introduction +%------------------------------------------------------------------- +% +% Set the background for the rest of the slides. +% Insert infoline +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] + +\title{Update on analysis} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%2>%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\section{PID + GeoMVA} +\begin{frame}\frametitle{Reminder} +{~}\\ +Last week I shown that we might gain quite a lot by putting PID inside our GEOMVA. Let's see if we are sensitive to poor description of PID in MC(credits to \textbf{Helge Voss}): + + \includegraphics[scale=0.32]{pidmva/ROC_Zoom1.png} + + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} +\end{frame} + +\begin{frame}\frametitle{Closer look} +{~}\\ + + \includegraphics[scale=0.32]{pidmva/ROC_Zoom2.png} + + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} +\end{frame} + + + + +\begin{frame}\frametitle{Conclusion} +{~}\\ +\only<1> +{ +\begin{enumerate} +\item Clearly our optimistic MC has no impact on our MVA performance. +\item Tools ready to train it with different information loose="smearing" +\end{enumerate} + + +} +\only<2> +{ + \includegraphics[scale=0.25]{pidmva/pidsmeared.png} + +} + \textref {M.Chrz\k{a}szcz, N.Serra 2013} +\end{frame} + + +\section{Calibration of PGMVA} + + + + +%\section{Work done so far} +\begin{frame}\frametitle{Calibration of PGMVA=PID + GeoMVA} +{~}\\ +\only<1>{ +\begin{itemize} +\item The biggest worry is if we can calibrate this channel. +\item The following idea allowes to calibrate our channel on $\PDs \to \phi \pi$. +\item It looks that calibration can be even simpler than the one we make. +\item Ok enough of building attention, let's caught to the chase + +\end{itemize} +} + +\only<2> +{ +What we have: + + +\begin{columns} +\column{2in} + \includegraphics[scale=0.3]{pidmva/topos.pdf} +\column{3.05in} +\begin{itemize} +\item For free we have 2 mu PID. +\item For signal we need 3. +\item Let's take our $\PDs \to \phi \pi$ and bin our muons in 3D bins of $n_{trk}$, $P_{t,\mu}$, and $\eta_{mu}$. +\item For each of the bins we have a PID distribution for muon +\item Then for the $\pi$ in a given bin we choose a PID according to $\mu$ PID in this bin. +\item $\PB \to K^{*} \mu \mu$ uses a similar approach. + +\end{itemize} +\end{columns} + + + + + +} +\only<3> +{ +What we have: + + +\begin{columns} +\column{2in} + \includegraphics[scale=0.3]{pidmva/topos.pdf} +\column{3.05in} +\begin{itemize} +\item Calibration is in principle easier. +\item Use only one channel, instead of two. + + + +\end{itemize} +\end{columns} + + + + + +} + + \textref {M.Chrz\k{a}szcz, N.Serra 2013} +\end{frame} + + + + +\end{document} diff --git a/tau23mu_lhcb/4_11_2013/group_meeting.toc b/tau23mu_lhcb/4_11_2013/group_meeting.toc new file mode 100644 index 0000000..fd88a39 --- /dev/null +++ b/tau23mu_lhcb/4_11_2013/group_meeting.toc @@ -0,0 +1,4 @@ +\beamer@endinputifotherversion {3.10pt} +\select@language {english} +\beamer@sectionintoc {2}{PID + GeoMVA}{3}{0}{1} +\beamer@sectionintoc {3}{Calibration of PGMVA}{7}{0}{2} diff --git a/tau23mu_lhcb/4_11_2013/license.txt b/tau23mu_lhcb/4_11_2013/license.txt new file mode 100644 index 0000000..4a046d1 --- /dev/null +++ b/tau23mu_lhcb/4_11_2013/license.txt @@ -0,0 +1,21 @@ + +Copyright 2012 Seth Brown, http://www.drbunsen.org/custom-beamer-theme.html + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/tau23mu_lhcb/4_11_2013/macros.aux b/tau23mu_lhcb/4_11_2013/macros.aux new file mode 100644 index 0000000..fdddbef --- /dev/null +++ b/tau23mu_lhcb/4_11_2013/macros.aux @@ -0,0 +1,26 @@ +\relax +\@setckpt{macros}{ +\setcounter{page}{1} +\setcounter{equation}{0} +\setcounter{enumi}{0} +\setcounter{enumii}{0} +\setcounter{enumiii}{0} +\setcounter{enumiv}{0} +\setcounter{footnote}{0} +\setcounter{mpfootnote}{0} +\setcounter{beamerpauses}{0} +\setcounter{lecture}{0} +\setcounter{part}{0} +\setcounter{section}{0} +\setcounter{subsection}{0} +\setcounter{subsubsection}{0} +\setcounter{subsectionslide}{0} +\setcounter{framenumber}{0} +\setcounter{figure}{0} +\setcounter{table}{0} +\setcounter{parentequation}{0} 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daughters... + HepAListIterator< BtaCandidate > dauIter = aMother->daughterIterator(); + BtaCandidate* aDaughter(0); + while( (aDaughter = dauIter()) ) { +// something not impotent ... + if(FSR) + { + if( dau->pdtEntry() != 0 ) + { + string name( dau->pdtEntry()->name() ); + if( name.find( "gamma" ) != string::npos){ + std::cout<<"SUCCESSSSS!!!!!!!, we found gamma"< + +% color definitions +\definecolor{uipaleblue}{RGB}{96,123,139} + +% footer styling +\setbeamercolor{section in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{subsection in footer}{fg=white,bg=uipaleblue} +\setbeamercolor{pagenumber in footer}{fg=white,bg=uipaleblue} + +\defbeamertemplate*{footline}{bunsentheme} +{ + \leavevmode% + \hbox{% + \begin{beamercolorbox}[wd=.33\paperwidth,ht=2.25ex,dp=1ex,center]{section in footer}% + \inserttitle + \end{beamercolorbox}% + \begin{beamercolorbox}[wd=.34\paperwidth,ht=2.25ex,dp=1ex,center]{subsection in footer}% + \insertsectionhead + \end{beamercolorbox}% + 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+\usepackage{xcolor,multirow} +%\usepackage[table]{xcolor} +%\usepackage[dvipsnames]{xcolor} +%\usepackage{amsfonts} +%\usepackage{amsmath} +% \usepackage[amssymb]{SIunits} +%\usepackage{natbib} +%\usepackage{amssymb} +\usepackage{hepparticles} +\usepackage{hepnicenames} +\usepackage{hepunits} +\usepackage{tikz} +\usepackage[english]{babel} +%%\usepackage{lmodern} +%\usepackage{feynmp} +% suppress navigation bar +\beamertemplatenavigationsymbolsempty +\usepackage[mathscr]{eucal} +\usepackage{mathrsfs} +\mode +{ + \usetheme{bunsen} + \setbeamercovered{transparent} + \setbeamertemplate{items}[circle] +} +\newcommand{\Simley}[1]{% +\begin{tikzpicture}[scale=0.15] + \newcommand*{\SmileyRadius}{1.0}% + \draw [fill=brown!10] (0,0) circle (\SmileyRadius)% outside circle + %node [yshift=-0.22*\SmileyRadius cm] {\tiny #1}% uncomment this to see the smile factor + ; + + \pgfmathsetmacro{\eyeX}{0.5*\SmileyRadius*cos(30)} + \pgfmathsetmacro{\eyeY}{0.5*\SmileyRadius*sin(30)} + \draw 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+\usetikzlibrary{arrows} +\usetikzlibrary{shapes} + +%\usepackage{gfsartemisia-euler} +%\usepackage[T1]{fontenc} +\setbeamerfont{frametitle}{size=\LARGE,series=\bfseries} +\tikzstyle{decision} = [diamond, draw, fill=gray!20, + text width=4.5em, text badly centered, node distance=3cm, inner sep=0pt] +\tikzstyle{block} = [rectangle, draw, fill=blue!10, + text width=5em, text centered, rounded corners, minimum height=2em] +\tikzstyle{line} = [draw, -latex'] +\tikzstyle{cloud} = [draw, ellipse,fill=red!10, node distance=3cm, + minimum height=2em] + +\tikzstyle{every picture}+=[remember picture] + + +\renewcommand{\PKs}{{\HepParticle{K}{S}{}\xspace}} +% color definitions +\usepackage{color} +\definecolor{uipoppy}{RGB}{225, 64, 5} +\definecolor{uipaleblue}{RGB}{96,123,139} +\definecolor{uiblack}{RGB}{0, 0, 0} + +% caption styling +%\DeclareCaptionFont{uiblack}{\color{uiblack}} +%\DeclareCaptionFont{uipoppy}{\color{uipoppy}} +%\captionsetup{labelfont={uipoppy},textfont=uiblack} + +% see the macros.tex file for definitions +\include{macros } + +% title slide definition +\title{Trigger impact on MVA, weighting problem?} +%\subtitle{a bias report} +\author{ Marcin Chrz\k{a}szcz$^{1,2}$} +\institute[UTH, IFJ] +{ + %\begin{tiny} +$ ^1$ University of Zurich , $ ^2$ Institute of Nuclear Physics, Krakow, + %\end{tiny}smallsmall +} + + +\date{ \today} + +%-------------------------------------------------------------------- +% Introduction +%-------------------------------------------------------------------- + +\begin{document} + + + + +\setbeamertemplate{background} +{\includegraphics[width=\paperwidth,height=\paperheight]{frontpage_bg_mine}} +\setbeamertemplate{footline}[default] + +\begin{frame} +\vspace{1.1cm} +\begin{columns} +\column{2.75in} + \titlepage + + \begin{center} + \includegraphics[height=1.0cm ]{pic/uzh.jpg} + % \hspace{0.5cm} + % \includegraphics[height=1.5cm]{pic/babar.jpg} + \hspace{1cm} + \includegraphics[height=1.0cm]{pic/ifj.png} + \hspace{1cm} + %\includegraphics[height=1.0cm]{pic/SNS.jpg} + \end{center} + \vspace{10cm} +\column{2.0in} +\end{columns} +\end{frame} + +%-------------------------------------------------------------------- +% OUTLINE +%-------------------------------------------------------------------- + + + + +\section[Outline]{} +\begin{frame} +\tableofcontents +\end{frame} + + +%------------------------------------------------------------------- +% Introduction +%------------------------------------------------------------------- +% +% Set the background for the rest of the slides. +% Insert infoline +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] + +\title{Update on analysis} + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\setbeamertemplate{background} + {\includegraphics[width=\paperwidth,height=\paperheight]{slide_bg}} +\setbeamertemplate{footline}[bunsentheme] +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%2>%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +\section{TMVA+MN results} +\begin{frame}\frametitle{TMVA} +{~}\\ +\begin{itemize} +\item Trained TMVA on krakow sample. +\end{itemize} +\begin{columns} +\column{2.5in} +\center \includegraphics[scale=0.28]{ROC.png} +\column{2.5in} +\center \includegraphics[scale=0.28]{ROC2.png} + +\end{columns} + + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{TMVA} +{~}\\ +\begin{itemize} +\item Trained TMVA on krakow sample. +\end{itemize} +\begin{columns} +\column{1.6in} +\center \includegraphics[scale=0.19]{bdt.png} +\column{1.6in} +\center \includegraphics[scale=0.19]{bdtg.png} +\column{1.6in} +\center \includegraphics[scale=0.19]{mlp.png} + +\end{columns} +\begin{itemize} +\item No signs of over training. +\end{itemize} + + + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +\begin{frame}\frametitle{MN} +{~}\\ +\begin{itemize} +\item Matrix Net looks promising. +\end{itemize} +\begin{columns} +\column{2.5in} +\center \includegraphics[scale=0.28]{MN4.png} +\column{2.5in} +\center \includegraphics[scale=0.28]{bck.png} + +\end{columns} + + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + + + +\begin{frame}\frametitle{Conclusions} +{~}\\ +\begin{itemize} +\item MatrixNet is very promising +\item Ready to start comparison with Paul. +\end{itemize} + + + \textref {M.Chrz\k{a}szcz 2013} +\end{frame} + + + + + + +\end{document} diff --git a/tau23mu_lhcb/9_12_2013/group_meeting.toc b/tau23mu_lhcb/9_12_2013/group_meeting.toc new file mode 100644 index 0000000..1e364df --- /dev/null +++ b/tau23mu_lhcb/9_12_2013/group_meeting.toc @@ -0,0 +1,3 @@ +\beamer@endinputifotherversion {3.10pt} +\select@language {english} +\beamer@sectionintoc {2}{TMVA+MN results}{3}{0}{1} diff --git a/tau23mu_lhcb/9_12_2013/lasso.png b/tau23mu_lhcb/9_12_2013/lasso.png new file mode 100644 index 0000000..eb690b6 --- /dev/null +++ b/tau23mu_lhcb/9_12_2013/lasso.png Binary files differ diff --git a/tau23mu_lhcb/9_12_2013/license.txt b/tau23mu_lhcb/9_12_2013/license.txt new file mode 100644 index 0000000..4a046d1 --- /dev/null +++ b/tau23mu_lhcb/9_12_2013/license.txt @@ -0,0 +1,21 @@ + +Copyright 2012 Seth Brown, http://www.drbunsen.org/custom-beamer-theme.html + +Permission is hereby granted, free of charge, to any person obtaining +a copy of this software and associated documentation files (the +"Software"), to deal in the Software without restriction, including +without limitation the rights to use, copy, modify, merge, publish, +distribute, sublicense, and/or sell copies of the Software, and to +permit persons to whom the Software is furnished to do so, subject to +the following conditions: + +The above copyright notice and this permission notice shall be +included in all copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, +EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF +MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND +NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE +LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION +OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION +WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/tau23mu_lhcb/9_12_2013/macros.aux b/tau23mu_lhcb/9_12_2013/macros.aux new file mode 100644 index 0000000..fdddbef --- /dev/null +++ b/tau23mu_lhcb/9_12_2013/macros.aux @@ -0,0 +1,26 @@ +\relax +\@setckpt{macros}{ +\setcounter{page}{1} +\setcounter{equation}{0} +\setcounter{enumi}{0} +\setcounter{enumii}{0} +\setcounter{enumiii}{0} +\setcounter{enumiv}{0} +\setcounter{footnote}{0} +\setcounter{mpfootnote}{0} +\setcounter{beamerpauses}{0} +\setcounter{lecture}{0} +\setcounter{part}{0} +\setcounter{section}{0} +\setcounter{subsection}{0} +\setcounter{subsubsection}{0} +\setcounter{subsectionslide}{0} +\setcounter{framenumber}{0} +\setcounter{figure}{0} +\setcounter{table}{0} +\setcounter{parentequation}{0} 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files differ diff --git a/tau23mu_lhcb/9_12_2013/slide_bg.png b/tau23mu_lhcb/9_12_2013/slide_bg.png new file mode 100644 index 0000000..6dee5a4 --- /dev/null +++ b/tau23mu_lhcb/9_12_2013/slide_bg.png Binary files differ diff --git a/tau23mu_lhcb/9_12_2013/softcode/code.cc b/tau23mu_lhcb/9_12_2013/softcode/code.cc new file mode 100644 index 0000000..d516884 --- /dev/null +++ b/tau23mu_lhcb/9_12_2013/softcode/code.cc @@ -0,0 +1,15 @@ +if(aMother != 0 && aMother->nDaughters() != listOfDaughters.size()) { + // the mother has more daughters than on the list +// something not impotent ... + if(FSR) + { + if( dau->pdtEntry() != 0 ) + { + string name( dau->pdtEntry()->name() ); + if( name.find( "gamma" ) != string::npos){ + std::cout<<"SUCCESSSSS!!!!!!!, we found gamma"<nDaughters() != listOfDaughters.size()) { + // the mother has more daughters... + HepAListIterator< BtaCandidate > dauIter = aMother->daughterIterator(); + BtaCandidate* aDaughter(0); + while( (aDaughter = dauIter()) ) { +// something not impotent ... + if(FSR) + { + if( dau->pdtEntry() != 0 ) + { + string name( dau->pdtEntry()->name() ); + if( name.find( "gamma" ) != string::npos){ + std::cout<<"SUCCESSSSS!!!!!!!, we found gamma"<