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%\title[GEANT4/EGS5]{GEANT4/EGS5}

\title[SENSEI]{The SENSEI Experiment: Status and Plans}

\author[Sho Uemura]{Sho Uemura\\Tel Aviv University\\SENSEI Collaboration}
%\institute{bumming around}
\date[March 28, 2020]

%\titlegraphic{
%\includegraphics[height=0.1\textheight]{SLAC_Logo}\hspace*{4.75cm}~
%\includegraphics[height=0.1\textheight]{partner_logo_v2}
%}

\begin{document}

%\setcounter{framenumber}{2} 
\begin{frame}
    \titlepage
\end{frame}

\begin{frame}
    \begin{itemize}
        \item Skipper overview
            \begin{itemize}
                \item Fano factor measurement as example
            \end{itemize}
        \item New CCDs
            \begin{itemize}
                \item Packaging tall and wide CCDs
            \end{itemize}
        \item MINOS apparatus, description of dataset
        \item Backgrounds
            \begin{itemize}
                \item Uniform backgrounds: DC, SC
                \item CTI
                \item Halo
                    \begin{itemize}
                        \item Not CTI: exists in all directions
                        \item Not Poisson: ratio of 1- and 2-pixel 2e- events
                    \end{itemize}
            \end{itemize}
        \item Signal, charge diffusion (or should this be later?)
        \item 1e- measurement
            \begin{itemize}
                \item Measurement of exposure-independent component
            \end{itemize}
        \item 2e- measurement
            \begin{itemize}
                \item Measurement of exposure-independent component
                \item If we have a 2 e- excess over Poisson: present evidence for halo 2e- events
            \end{itemize}
        \item Plans
            \begin{itemize}
                \item SNOLAB ``phase-1'' system: work in progress
                \item R\&D on packaging, DC, SC
                \item 100-gram experiment with low-bkgd shield
                    \begin{itemize}
                        \item or is it 50 grams?
                    \end{itemize}
            \end{itemize}
    \end{itemize}
\end{frame}

%E772/E866 interpretation:
%https://arxiv.org/pdf/hep-ph/0105195.pdf
%E906 preliminary interpretation (Arleo):
%https://arxiv.org/pdf/1810.05120.pdf
%E906 projections (Vitev):
%https://arxiv.org/pdf/1010.3708.pdf

%NIM paper:
%https://arxiv.org/pdf/1706.09990.pdf



%motivation: benchmark for QGP hot nuclear matter

%Drell-Yan

%compare to SIDIS: initial vs. final state, hadronization

%shadowing vs. energy loss

%kinematic ranges

%apparatus

%schedule

%other measurements, E1039

%backgrounds

%\begin{frame}{Jet quenching and cold nuclear matter}
%    \begin{columns}
%        \column{0.65\textwidth}
%        \begin{itemize}
%            \item Jet quenching in heavy-ion collisions is a key probe of the QGP
%            \item $R_{AA}$ shows clear suppression in $A+A$ relative to $p+p$, attributed to parton energy loss in final-state interaction
%            \item But cold nuclear matter effects also contribute:
%                \begin{itemize}
%                    \item Nuclear modification of PDFs
%                    \item Parton energy loss in initial-state interaction
%                \end{itemize}
%            %\item Cold nuclear matter is studied in $p+A$, $d+A$ at RHIC/LHC, and modification is seen
%            \item $p+A$, $d+A$ at RHIC/LHC are used to benchmark CNM effects
%                \begin{itemize}
%                    \item We see modification relative to $p+p$: what is the cause?
%                \end{itemize}
%            %\item Fixed-target experiments (SIDIS, Drell-Yan) have unique power in isolating effects
%                %\item $p+A$ collisions also show modification relative to $p+p$: cold nuclear matter effect
%                %\begin{itemize}
%                %\item What is it?
%                %\end{itemize}
%        \end{itemize}
%        %\begin{center}
%        %\includegraphics[width=\textwidth]{emcal_location}
%        %\end{center}
%        \column{0.3\textwidth}
%        \includegraphics[width=\textwidth]{dau_150904657}
%
%        \tiny{Adare et al, Phys. Rev. Lett. 116, 122301 (2016)}
%    \end{columns}
%\end{frame}
%
%\begin{frame}{Initial-state energy loss}
%    \begin{columns}
%        \column{0.65\textwidth}
%        \begin{itemize}
%            \item Models suggest significant radiative energy loss in CNM, initial-state energy loss in particular
%            \item Energy loss is certainly not the whole story in cold nuclear matter, but we must understand it
%                \begin{itemize}
%                    \item CNM energy loss is a crucial benchmark for QGP measurements
%                    \item Fixed-target experiments (SIDIS, Drell-Yan) have unique power in isolating effects
%                \end{itemize}
%                %\item Initial-state and final-state energy loss have different  Vitev, Phys.Rev. C75, 064906 (2007)
%        \end{itemize}
%        %\begin{center}
%        %\includegraphics[width=\textwidth]{emcal_location}
%        %\end{center}
%        \column{0.35\textwidth}
%        \includegraphics[width=\textwidth]{cnm_eloss}
%
%        \tiny{Vitev, Phys.Rev. C75, 064906 (2007)}
%    \end{columns}
%\end{frame}
%
%%\begin{frame}{Energy loss in fixed-target experiments}
%%\begin{columns}
%%\column{0.65\textwidth}
%%\begin{itemize}
%%\item Fixed target SIDIS and Drell-Yan experiments are sensitive to energy loss
%%\item SIDIS ($e+A$): final-state energy loss followed by hadronization
%%\item Drell-Yan ($p+A$): clean channel for initial-state energy loss
%%\end{itemize}
%%%\begin{center}
%%%\includegraphics[width=\textwidth]{emcal_location}
%%%\end{center}
%%\column{0.35\textwidth}
%%%\includegraphics[width=\textwidth]{phenix_emcal}
%%\end{columns}
%%\end{frame}
%%
%%\begin{frame}{Energy loss measurement in SIDIS}
%%\begin{columns}
%%\column{0.65\textwidth}
%%\begin{itemize}
%%\item Fixed target SIDIS and Drell-Yan experiments are sensitive to energy loss
%%\item SIDIS ($e+A$): final-state energy loss
%%\item Drell-Yan ($p+A$): initial-state energy loss
%%\end{itemize}
%%%\begin{center}
%%%\includegraphics[width=\textwidth]{emcal_location}
%%%\end{center}
%%\column{0.35\textwidth}
%%%\includegraphics[width=\textwidth]{phenix_emcal}
%%\end{columns}
%%\end{frame}
%
%\begin{frame}{Energy loss measurement with Drell-Yan}
%    \begin{columns}
%        \column{0.65\textwidth}
%        \begin{itemize}
%            \item Quark (antiquark) in beam proton annhilates with antiquark (quark) in target nucleus
%                \begin{itemize}
%                    \item Fixed-target spectrometer (large $x_{beam}$) selects beam valence quark and target sea antiquark
%                \end{itemize}
%            \item Beam quark is subject to initial-state energy loss; dimuon final state interacts minimally with medium (EM interaction, much weaker than strong interaction)
%            \item Different models of initial-state energy loss predict different nuclear dependence:
%                \begin{itemize}
%                    \item Gavin and Milana: $\Delta x_{beam} = -\kappa_1x_{beam}A^{1/3}$
%                    \item Brodsky and Hoyer: $\Delta x_{beam} = -\frac{\kappa_2}{s}A^{1/3}$
%                    \item Baier et al: $\Delta x_{beam} = -\frac{\kappa_3}{s}A^{2/3}$
%                \end{itemize}
%        \end{itemize}
%        %\begin{center}
%        %\includegraphics[width=\textwidth]{emcal_location}
%        %\end{center}
%        \column{0.35\textwidth}
%        \includegraphics[width=\textwidth]{targetbeam}
%
%        \includegraphics[width=\textwidth]{dy_energyloss}
%    \end{columns}
%\end{frame}
%
%\begin{frame}{Energy loss measurement with Drell-Yan}
%    \begin{columns}
%        \column{0.65\textwidth}
%        \begin{itemize}
%            \item Measure DY rate with different nuclear targets: D or C target with negligible energy loss (and minimal isospin effects), and a range of heavier targets
%            \item The beam parton loses energy, shifting $x_{beam}$: measurable as nuclear modification $R_{pA}=\frac{\sigma^{pA}}{A\sigma^{pD}}$
%                \begin{itemize}
%                    \item Expect steeply falling $R_{pA}$ at large $x_{beam}$ or $x_F$
%                \end{itemize}
%        \end{itemize}
%        %\begin{center}
%        %\includegraphics[width=\textwidth]{emcal_location}
%        %\end{center}
%        \column{0.35\textwidth}
%        \includegraphics[width=\textwidth]{rpa}
%    \end{columns}
%\end{frame}
%
%\begin{frame}{Previous DY measurement: E772/E866}
%    \begin{columns}
%        \column{0.65\textwidth}
%        \begin{itemize}
%            \item Measured $R_{pA}(x_F)$ using Be, Fe, W targets and the 800 GeV Tevatron proton beam, and observed significant nuclear modification
%            \item Drell-Yan acceptance covered $x_{beam} \in [0.21, 0.95]$, $x_{target} \in [0.01, 0.12]$
%                \begin{itemize}
%                    \item Small $x_{target}$ $\to$ substantial shadowing in the target nuclear PDF
%                \end{itemize}
%            \item Interpretations of the result differ:
%                \begin{itemize}
%                    \item All shadowing, no measurable energy loss: Vasiliev et al., PRL 83 (1999)
%                    \item Different shadowing model shows significant energy loss: Johnson et al., PRC 65 025203 (2002)
%                \end{itemize}
%            \item A lower beam energy would access larger $x_{target}$ and avoid shadowing
%        \end{itemize}
%        %\begin{center}
%        %\includegraphics[width=\textwidth]{shadowing.png}
%        %\end{center}
%        \column{0.35\textwidth}
%        \includegraphics[width=\textwidth]{e866_ambiguity_10103708}
%
%        \tiny{Neufeld et al., Phys. Lett. B 704 (2011) 590}
%    \end{columns}
%\end{frame}
%
%\begin{frame}{The E906/SeaQuest experiment}
%    \begin{columns}
%        \column{0.4\textwidth}
%        \begin{itemize}
%            \item Fixed-target muon spectrometer, 120 GeV Main Injector proton beam
%                %\item Primary program: Drell-Yan measurements of sea quark distributions
%                %\begin{itemize}
%                %\item E906 (unpolarized targets, 2012--2017), E1039 (polarized targets, 2019--2020)
%                %\end{itemize}
%                %\item Measurement of the nucleon sea quark distribution using Drell-Yan% ($q\bar{q}\to \mu^+\mu^-$)
%            \item Thin ($\sim$10\%$\lambda_I$) rotating targets: LH2, LD2, C, Fe, W
%            \item Iron-filled dipole magnet focuses muons and absorbs everything else
%            \item Drift chambers for tracking, scintillator hodoscopes for trigger
%        \end{itemize}
%        %\begin{center}
%        %\end{center}
%        \column{0.6\textwidth}
%        \begin{flushright}
%            \includegraphics[width=\textwidth]{seaquest_setup}
%            \tiny{arXiv:1706.09990}
%        \end{flushright}
%    \end{columns}
%\end{frame}
%
%
%%\begin{frame}{Other SeaQuest programs}
%    %\begin{columns}
%        %\column{0.7\textwidth}
%        %\begin{itemize}
%            %\item Flavor asymmetry of sea quarks: extend E866/NuSea measurement to larger $x$ (other E906 focus)
%            %\item Sea quark Sivers function, using polarized target (E1039, coming soon!)
%            %\item Dark photon search: parasitic search for BSM physics (started during E906 and will continue)
%                %%\begin{itemize}
%                %%\item E906 (unpolarized targets, 2012--2017), E1039 (polarized targets, 2019--2020)
%                %%\end{itemize}
%                %%\item Measurement of the nucleon sea quark distribution using Drell-Yan% ($q\bar{q}\to \mu^+\mu^-$)
%                %%\item Thin ($\sim$10\%$\lambda_I$) rotating targets: LH2, LD2, C, Fe, W
%                %%\item Iron-filled dipole magnet serves as beam dump; second dipole magnet is used for momentum measurement
%                %%\item Drift chambers for tracking, scintillator hodoscopes for trigger
%        %\end{itemize}
%        %\begin{center}
%            %\includegraphics[width=\textwidth]{emcal_location}
%        %\end{center}
%        %\column{0.3\textwidth}
%        %\begin{flushright}
%            %\includegraphics[width=\textwidth]{dbarubar}
%%
%%
%            %\includegraphics[width=\textwidth]{e1039_ssa}
%        %\end{flushright}
%    %\end{columns}
%%\end{frame}
%
%%other programs: flavor asymmetry
%\begin{frame}{Expectations for E906}
%    \begin{columns}
%        \column{0.55\textwidth}
%        \begin{itemize}
%            \item Drell-Yan acceptance covers $x_{beam} \in [0.4, 0.9]$, $x_{target} \in [0.1, 0.4]$
%            \item Avoids the shadowing region of the nuclear PDFs: any nuclear dependence is due to energy loss
%            \item $x_{beam}$ range of 50--100 GeV is relevant to parton energies at RHIC and LHC
%        \end{itemize}
%        \column{0.45\textwidth}
%        \includegraphics[width=\textwidth]{e906_prediction_10103708}
%
%        \tiny{Neufeld et al., Phys. Lett. B 704 (2011) 590}
%    \end{columns}
%    \begin{center}
%        \includegraphics[width=0.8\textwidth]{shadowing.png}
%    \end{center}
%\end{frame}
%
%\begin{frame}{E906 timeline}
%    \begin{itemize}
%        \item First beam in 2012, first production-quality data in 2014
%        \item Steady detector and beamline improvements
%        \item Data taking ended July 2017
%            \begin{itemize}
%                \item Transitioning to E1039, with the same spectrometer but new polarized target
%            \end{itemize}
%    \end{itemize}
%    \begin{center}
%        \includegraphics[width=\textwidth]{e906_timeline}
%    \end{center}
%\end{frame}
%
%\begin{frame}{Analysis}
%    \begin{columns}
%        \column{0.6\textwidth}
%        \begin{itemize}
%            \item Our observable is the Drell-Yan cross-section $\sigma^{pA}_{DY}(x_F)$ for each target
%                \begin{itemize}
%                        %\item Bin the data in $x_F$ and use mass fits to extract charmonia, coincidence background, Drell-Yan
%                    \item Reject beam dump background using track and vertex cuts
%                    \item Use mass cuts and fits to isolate Drell-Yan rate from charmonia and coincidence background
%                    \item Correct for detector and reconstruction efficiencies
%                \end{itemize}
%                %\item Challenges:
%                %\begin{itemize}
%                %\item Rate dependence
%                %\item Efficiency
%                %\item Coincidence background
%                %\end{itemize}
%        \end{itemize}
%        %\begin{center}
%        %\includegraphics[width=\textwidth]{shadowing.png}
%        %\end{center}
%        \column{0.4\textwidth}
%        %\includegraphics[width=\textwidth]{dimuon_z}
%
%        \includegraphics[width=\textwidth]{dimuon_mass}
%    \end{columns}
%\end{frame}
%
%\begin{frame}{Coincidence background}
%    %\begin{columns}
%    %\column{0.65\textwidth}
%    \begin{itemize}
%        \item Random coincidences share the Drell-Yan kinematic range
%        \item Simulate coincidences using event mixing: take $\mu^-$ and $\mu^+$ from different events (``mixed data'')
%        \item What is the correct normalization of the mixed data?
%            \begin{itemize}
%                \item Insufficient statistics in like-sign dimuon data
%            \end{itemize}
%        \item Does the mixed data accurately reflect the coincidence background?
%    \end{itemize}
%    \begin{center}
%        \includegraphics[width=\textwidth]{combinatorial_background}
%    \end{center}
%    %\column{0.35\textwidth}
%    %\includegraphics[width=\textwidth]{e906_prediction_10103708}
%    %\end{columns}
%\end{frame}
%
%\begin{frame}{Rate dependence}
%    %\begin{columns}
%    %\column{0.65\textwidth}
%    \begin{itemize}
%        \item Main Injector shows strong bunch-by-bunch intensity variations: beam intensity monitor vetoes high-intensity buckets and records event-by-event intensity
%        \item At high occupancies, we lose chamber hit efficiency and track reconstruction efficiency
%            \begin{itemize}
%                \item We embed simulated Drell-Yan events in random-triggered data events to measure the intensity-dependent efficiency
%            \end{itemize}
%        \item There should be no coincidence background at zero intensity; coincidence ``cross-section'' should scale with intensity
%            \begin{itemize}
%                \item We can use this directly (extrapolate to zero intensity) to extract the rate of true dimuons, but at a statistical penalty
%                \item We can extract the coincidence background, and use it to check and normalize the mixed data
%            \end{itemize}
%            %\item Track reconstruction efficiency is much worse for high-intensity events
%            %\item Coincidence background increases with intensity
%            %\item How do we correct for these effects?
%    \end{itemize}
%    %\begin{center}
%    %\includegraphics[width=\textwidth]{shadowing.png}
%    %\end{center}
%    %\column{0.35\textwidth}
%    %\includegraphics[width=\textwidth]{e906_prediction_10103708}
%    %\end{columns}
%\end{frame}
%
%%\begin{frame}{Extrapolation to zero intensity}
%    %\begin{columns}
%        %\column{0.6\textwidth}
%        %\begin{itemize}
%            %\item We could use intensity extrapolation to get the cross-sections for each target, and take ratios
%            %\item Since what we really want is a ratio of two cross-sections, we can extrapolate the ratio instead
%                %\begin{itemize}
%                    %\item Avoid systematic effects
%                %\end{itemize}
%            %\item Working on understanding the correct functional form and treatment of errors
%        %\end{itemize}
%        %%\begin{center}
%        %%\includegraphics[width=\textwidth]{shadowing.png}
%        %%\end{center}
%        %\column{0.4\textwidth}
%        %\includegraphics[width=\textwidth]{ratio_extrapolation}
%    %\end{columns}
%%\end{frame}
%
%%\begin{frame}{Extraction of coincidence background}
%    %\begin{columns}
%        %\column{0.6\textwidth}
%        %\begin{itemize}
%            %\item Correct for luminosity and efficiencies, then a linear fit vs. intensity gives us both the true dimuon and coincidence background distributions
%            %\item Validating this technique:
%                %\begin{itemize}
%                    %\item Comparing coincidence background to mixed data
%                    %\item Comparing true dimuon distribution to charmonia and DY Monte Carlo
%                %\end{itemize}
%        %\end{itemize}
%        %%\begin{center}
%        %%\includegraphics[width=\textwidth]{shadowing.png}
%        %%\end{center}
%        %\column{0.4\textwidth}
%        %\includegraphics[width=\textwidth]{intensityfitresults}
%    %\end{columns}
%%\end{frame}
%
%%\begin{frame}{Analysis status and plans}
%%\begin{columns}
%%\column{\textwidth}
%%\begin{itemize}
%%\item Alignment and reconstruction: done
%%\item Detector efficiency: done
%%\item Trigger performance: in progress
%%\item Next steps:
%%\begin{itemize}
%%\item Look for signal
%%\item Understand our expected signal: update signal yields using as-built trigger geometry
%%\end{itemize}
%%\end{itemize}
%%\begin{center}
%%\hspace{0.1\textwidth}
%%\end{center}
%%\end{columns}
%%\end{frame}
%
%\begin{frame}{The outlook for 2019}
%    %\begin{columns}
%    %\column{0.65\textwidth}
%    \begin{itemize}
%        \item E906 energy loss analysis is making good progress on the key analysis issues; we expect a result this year
%        \item E1039 will take first beam this year
%            \begin{itemize}
%                \item Crucial test of sea quark orbital angular momentum
%                \item Dark photon program continues, with first physics data for a world-leading BSM search
%                \item Collaborators welcome!
%            \end{itemize}
%    \end{itemize}
%    \begin{center}
%        \includegraphics[width=0.7\textwidth]{e1039_target}
%    \end{center}
%    %\column{0.35\textwidth}
%    %\includegraphics[width=\textwidth]{e1039_target}
%
%    %\includegraphics[width=\textwidth]{Visible_Aprime_Future}
%    %\tiny{arXiv:1804.00661}
%    %\end{columns}
%\end{frame}
%
%
%% Detector efficiency
%% Trigger efficiency?
%% EMCal
%

%\begin{frame}{Fix vertex fit}
%\begin{columns}
%\column{0.6\textwidth}
%\begin{itemize}
%\item The resolution of the reconstructed mass should be independent of Z but is worse for displaced vertices.
%\end{itemize}
%\begin{center}
%\includegraphics[width=\textwidth]{mass_shift_40}
%\end{center}
%\column{0.4\textwidth}
%\includegraphics[width=\textwidth,page=4]{acceptance_40}
%\end{columns}
%\end{frame}

\end{document}