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Eduardo Rodrigues NIKHEF Seminar at CPPM, Marseille, 4 th May 2007 LHCb: a stroll from Trigger to Physics
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics2/54 Contents I. LHCb: the must know II. Detector and simulation III. Trigger system IV. Reconstruction and PID V. Analysis: tagging and event selection VI. Physics sensitivity studies Disclaimer: no complete review of all aspects; emphasis put on personal work
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics3/54 9 km diameter Geneva Jura CERN
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics4/54 I. LHCb: the must know LHCb Goal: B-physics studies CP violation rare B-decays Acceptance: 1.8 < < 4.9 Luminosity: 2 10 32 cm -2 s -1 Nr of B’s / year: 10 12 How forward is LHCb? B hadrons mainly produced in forward region(s) B hadrons mainly produced in forward region(s) both B’s tend to be correlated both B’s tend to be correlated Unique forward spectrometer at high energy! Excellent tracking Excellent PID
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics5/54 B-hadronsheavylong-lived ! B-hadrons are heavy and long-lived ! LHC(b) environment LHC environment pp collisions at E CM = 14 TeV t bunch = 25 ns bunch crossing rate = 40 MHz = 2x10 32 cm -2 s -1 @ LHCb interaction region 10-50 times lower than for ATLAS/CMS ~ 7x10 12 pairs~ 700 kHz~ 3.5 mb (c-cbar) ~ 100 kHz ~ 12 MHz Event rate ~ 60 mb visible ~ 0.5 mb ~ 100 mb Value ~ 10 12 pairs b-bbar) total Yield / yearPhysical quantity Expected B-signal rates branching ratios ~ 10 -9 – 10 -4 10 – 10 6 events / year ? 10 – 10 6 events / year ? Cross sections
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics6/54 II. LHCb detector (side view) pp collision Acceptance 10 mrad 250/300 mrad « Tracking » detectors Muon System Calorimeters Ring Imaging Cherenkov
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics7/54 LHCb cavern
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics8/54 LHCb Monte Carlo simulation software: Pythia, EvtGen, GEANT4 and Gaudi-based reconstruction –Detailed detector and material description (GEANT) –Pattern recognition, trigger simulation and offline event selection –Implements detector inefficiencies, noise hits, effects of events from the previous bunch crossings Simulation
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics9/54 III. The LHCb Trigger Trigger overview and strategy Level-0: first level trigger HLT: High Level Trigger
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics10/54 HLT Level-0 custom hardware high E T particles partial detector information CPU farm -> software trigger high E T / IP particles full detector information Trigger overview Storage pp collisions 12 MHz 1 MHz~2 kHz event size ~35 kb
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics11/54 Two-level Trigger L0 L0 high E T / P T particles hardware trigger, sub-detector specific implementation pipelined operation, fixed latency of 4 s (minimum bias) rate reduction ~12 MHz -> 1 MHz HLT: HLT: high E T /P T & high Impact Param. particles & displaced vertices & B-mass & … algorithms run on large PC farm with ~1800 nodes several trigger streams to exploit and refine L0 triggering information software reconstruction on part/all of the data tracking / vertexing with accuracy close to offline selection and classification of interesting physics events inclusive / exclusive streams rate reduction 1 MHz -> 2 kHz estimated event size ~ 30kb Trigger Strategy Be alert !
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics12/54 select high E T / P T particles hadrons / electrons / photons / 0 ’s / muons reject complex / busy events more difficult to reconstruct in HLT take longer to reconstruct in HLT reject empty events uninteresting for future analysis L0 thresholds on E T / P T of candidates global event variables Level-0 Trigger strategy Pile-up system Calorimeter Muon system
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics13/54 L0 Pile-up system: 2 silicon planes upstream of nominal IP, part of the Vertex Locator (VELO) Identifies multi-PV events: - 2-interactions crossings identified with efficiency ~60% and purity ~95% L0 Calorimeter : Identify high-E T hadrons / e’s / ’s / 0 ’s Electromagnetic and hadronic calorimeters - large energy deposits E T in 2x2 cells Scintillator Pad Detector (SPD) and Preshower (PS) - used for charged/electromagnetic nature of clusters, respectively L0 Muon System: M1 – M5 muon stations (4 quadrants each) σ p /p ~ 20% for b-decays Level-0 sub-systems Scintillator Pad Detector (SPD) Pre-Shower Detector (PS) ECALHCAL
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics14/54 Pile-up system total multiplicity # tracks in second vertex Muon system 2 candidates per each of 4 quadrants Calorimeter total E T in HCAL SPD multiplicity highest- E T candidates: h, e, , 2 0 ‘s L0 Decision unit cuts on global event variables thresholds on the E T candidates L0DU report Level-0 Decision Unit 1 MHz
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics15/54 1302.6Photon 1104.5 o local 1504.0 o global 280 1002.8Electron 700 3.6Hadron 1501.3Di-muon 160 1101.1Muon Approx. rate (kHz)Threshold (GeV)Trigger ~ 13 ~ 8.3 3Tracks in 2 nd vertex 112 hitsPile-up multiplicity 280 hitsSPD multiplicity ~ 7 5.0 GeV E T Rate (MHz)CutGlobal event cuts E T / P T candidates … and then cuts on the E T / P T candidates Global event variables Global event variables applied first … Di-muon trigger is special - not subject to the global event selection - P T = P T 1 + P T 2 with P T 2 = 0 possible - “tags” clean B-signatures Decision Unit Variables Redundancy: Sub-triggers overlap Level-0 bandwidth division Overall optimization given benchmark channels
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics16/54 Level-0 performance studies Dedicated sub-triggers most relevant for each « channel type » Dedicated sub-triggers most relevant for each « channel type » B s → D s B → B → J/ ( K s B → K* B → K* B → J/ (ee K s Typical Level-0 performance N.B.: efficiencies with respect to events selected offline
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics17/54 Strategy Independent alleys: Follow the L0 triggered candidate Muon, Muon + Hadron, Hadron, ECal streams ~2 kHz Summary Information: decision, type of trigger fired, info on what triggered Partial Reconstruction: A few tracks selected per alley (cuts e.g. on P T, Impact Parameter, mass) full reconstruction done at the end of the alleys High Level Trigger
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics18/54 Trigger Farm Event Filter Farm with ~1800 nodes (estimated from 2005 Real-Time Trigger Challenge) Sub-divided in 50 sub-farms Readout from Level-0 at 1 MHz 50 Gb/s throughput Scalable design possible upgrade FE Readout network CPU FE L0 trigger Timing and Fast Control CPU permanent storage HLT algos CPU time tested on a real farn will fit in the size of the farm foreseen
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics19/54 Muon Alley - Strategy L0- Entry Muon Pre-trigger Muon Trigger ~200 kHz ~20 kHz ~1.8 kHz Muon PreTrigger Standalone reconstruction: σ p /p ~ 20% VELO tracks reconstruction Primary vertex reconstruction Match VELO tracks and muons: σ p /p ~ 5% Muon Trigger Tracking of VELO track candidates in the downstream T stations: σ p /p ~ 1% Refine identification: match long (VELO-T) tracks and muons
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics20/54 Muon Alley – Performance Muon PreTrigger b μ ~11% Signal efficiency: ~88% Muon Trigger Single muon P T > 3GeV and IPS> 3 B content 60% Dimuon mass >0.5GeV and IP>100 m J/ mass>2.5GeV (no IP cut!) Signal efficiency: ~87% J/Ψ ~20 kHz ~1.8 kHz dimuon mass (MeV) dimuon mass (MeV) < 1s of LHCb
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics21/54 Exclusive Selections Bs→DsBs→Ds B s → D s K 4 tracks Exclusive selections –Use common available reconstructed and selected particles (D s, D 0, K*, Φ,..) –Wide B-mass windows (typically ~ 500 MeV) –Efficiency: e.g. ~90% for B ππ ~200 Hz B s → B s → D s → KK → KK , K B s → D s Off-line B → On-line B →
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics22/54 IV. Reconstruction and PID Tracking: pattern recognition and fitting Vertexing RICH, Calo. and Muon reconstruction Particle Identification (PID)
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics23/54 Tracking strategy A typical event: 26 long tracks best quality for physics: good P & IP resolution 11 upstream tracks lower p, worse p resol., but useful in the RICH1 pattern recognition 4 downtream tracks improves K s finding efficiency (good p resolution) 5 seed/T tracks used in the RICH2 pattern recognition 26 VELO tracks used in primary vertex reconstruction: good IP resolution |B| (T) Z (cm) B-field measured to ~ 0.03% precision! A set of PR algorithms Multi-pass strategy
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics24/54 Pattern recognition - strategy VELO tracking (VELO seeds) Forward tracking (long tracks) Matching (long tracks) Seeding (T seeds) VELO-TT (upstream tracks) Clone killing Set of “best” tracks K s tracking (downstream tracks)
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics25/54 Pattern recognition - performance Efficiency p (GeV) Performance on B-signal samples for “long” tracks: Efficiency ~ 95 % for p > 10 GeV Ghost rate ~16.7 % Dip due to beam-pipe material
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics26/54 Tracks - pattern recognition attributes detector measurements to a track - modelled with straight-line segments, the (track) states Track fitting - determine the best track parameters and corresponding covariance matrix given the measurements on the track - take into account multiple scattering and energy losses in the detector material “banana-shaped” Outer Tracker modules Track fitting Description of a realistic detector with mis-alignments - introduction of trajectories to model “measurements” (concept adapted from BaBar) - trajectory = 3D curve in space (of arbitrary shape) - detector shapes locally described with trajectories - a track state (straight-line segment) can also be modeled as a trajectory - any trajectory can provide a parabolic approximation of its shape at any point along itself closest approach track state – measurement becomes a general point-of-closest-approach problem!
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics27/54 LHCb uses the Kalman filter technique: Mathematically equivalent to least 2 method Adds measurements recursively starting from a initial track estimate Reconstructs tracks including multiple scattering and energy losses We use a “bi-directional” fit … Track fitting « à la Kalman » direction of the filter track prediction filtered track direction of the reverse filter track prediction filtered track Bi-directional fit Filter in both directions … smoothed result = weighted mean of both filters
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics28/54 Fitting from a seed (track) state Measurements (hit & error) Seed State (position, direction & momentum) Prediction (adaptive 5th order Runge- Kutta method solves motion in the inhomogeneous B) Kalman Filtered (update prediction with Measurement info)
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics29/54 Fitter: prediction and Kalman filter Velo TT IT&OT
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics30/54 Fitter: Kalman smoother Velo TT IT&OT
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics31/54 Bi-directional fitting Velo TT IT&OT filtered state weighted mean filtered state
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics32/54 Track fitting performance p/p = 0.5% Momentum resolution for “long” tracks p/p = 0.35 – 0.55 %
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics33/54 Vertexing performance btbt BsBs KK KK ,K DsDs Primary vertex p p B s vertex resolution Typical resolutions z,core = 168 m Primary vertex resolutions x = 8 m z = 47 m
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics34/54 RICH reconstruction Algorithm: Input: all types of tracks available Search for hits assuming different hypotheses Global ring fit Cherenkov angle resolutions in the range 0.6 – 1.8 mrad RICH1RICH2
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics35/54 RICH performace K Particle Momentum (GeV/c) K K or p K or p 0 20 40 60 80 100 e, or K e, or Particle Momentum (GeV/c) 0 20 40 60 80 100 identification K identification Particle identification needed over momentum range 1-100 GeV/c Ex.: need to distinguish B d from other similar topology 2-body decays
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics36/54 Calorimeter reconstruction (1/2) electrons: Identification with ~95% based on - 2 of match calo. cluster energy – position of extrapolated track - Energy deposited in the preshower detector - Energy deposited in the hadronic calorimeter - Bremsstrahlung correction ECAL Magnet E PS (MeV) True Electrons backgrounds example
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics37/54 Calorimeter reconstruction (2/2) Neutral pions: Resolved 0 : - reconstructed from isolated calo. photon clusters - mass resolution ~10 MeV, ~30% Merged 0 : - Several clustes merged into single (high energy) cluster - mass resolution ~15 MeV, ~20% all π 0 s Merged π 0 π 0 from B π 0 mass (Mev/c²) Resolved π 0 all π 0 s π 0 from B B d → π + π - π 0 events π 0 mass (Mev/c²) Merged cluster Resolved cluster
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics38/54 Muon reconstruction ~ 94 % and ~ 1.0 % for tracks in Muon detector acceptance ~ 10 MeV/c² Typical performances for b J/ ( ) X eff ~ 94 % misid ~ 1.0 % Extrapolate well-reconstructed tracks to the Muon system Look for compatible hits in a “field of interest” around the extrapolated tracks
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics39/54 Particle Identification (PID) invariant massK invariant mass With PID invariant mass No PID Hadrons: RICH1 and RICH2 Electrons & neutrals: Calorimeter system Muons: Muon system
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics40/54 V. Physics analysis Flavour tagging Event selection & background estimation - example of the decay B s D s h - example of the decay B s D s h
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics41/54 Purpose / need: Determination of flavour of B-mesons at production (at primary vertex) tagging gives (best estimate of) the flavour by examining the rest of the event time-dependent analyses require flavour tagging Quantifying the tagging performance : tagging efficiency wrong tag fraction CP asymmetries diluted with dilution factor with dilution factor Flavour tagging (1/2)
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics42/54 Flavour tagging (2/2) b b s s u u t =0 Bs0Bs0 PV z/ c = t rec t picoseconds after leaving the primary vertex, the reconstructed B decays. K+K+ l (e +, ) l (e , ) K Uses flavour conservation in the hadronization around the B rec D 2 1% (B 0 ), 3% (B s ) Same-side tag Assume: Opposite side tag D 2 5% b-hadron
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics43/54 Event selection: example of B s D s h (1/3) btbt BsBs KK KK ,K DsDs Primary vertex B s → D s - B s -> D s ∓ K ± Requirements Trigger on the B-decay of interest : high-P T tracks and displaced vertices efficient trigger Select the B-decay of interest while rejecting the background good mass resolution Tag the flavour of the B-decay efficient tagging and good tagging power (small mistag rate) Time-dependent measurements good decay-time resolution
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics44/54 Event selection: example of B s D s h (2/3) B s →D s K : B s reconstructed mass signal and main background B s →D s π : B s reconstructed mass signal and main background B s mass resolution ~14 MeV LHCb note 2007-017
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics45/54 Event selection: example of B s D s h (3/3) Event yields for 2fb -1 (defined as 1 year) B s →D s - π + 140k ± 0.67k (stat.) ± 40k (syst.) B s →D s Ŧ K ± 6.2k ± 0.03k (stat.) ± 2.4k (syst.) Results for B/S ratios, no trigger applied ChannelB/S at 90% CL (bb combinatorial) B/S at 90% CL (bb specific) Bs→Ds-π+Bs→Ds-π+ [0.014,0.05] C.V 0.027±0.008 [0.08,0.4] C.V 0.21±0.06 B s →D s Ŧ K ± [0,0.18] C.V 0.0 [0.08,3] C.V 0.7±0.3 (central values used for sensitivity studies) LHCb note 2007-017
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics46/54 VI. Physics sensitivity studies The example of B s D s h Motivations Sensitivity studies with RooFit
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics47/54 Motivations (1/2) B-decay channels B s →D s - π + and B s →D s Ŧ K ± Topology is very similar Physics is different: –B s →D s - π + can be used to measure Δm s, Δ s CDF measurement Δm s = 17.77 ± 0.1(stat.) ± 0.07(syst.) ps -1 –B s →D s Ŧ K ± can be used to extract the CP angle + s Standard Model prediction ≈ 60°
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics48/54 Motivations (2/2) B s D s mode: Flavour-specific decay (2 decay amplitudes only) B s D s K mode: 4 decay amplitudes of interest: Bs, Bs -> Ds+K-, Ds-K+ -> 2 time-dependent asymmetries for the 2 possible final states Ratio of amplitudes of order 1 -> large interference and asymmetry expected B s -> D s ∓ K ± B s → D s -
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics49/54 Physics sensitivity studies LHCb Sensitivity studies Measurement of + s with combined B s D s and Bs D s K samples Complete fit allows to obtain m s, mistag rate, etc. RooFit implementation for Toy MC: Simultaneous B s D s and Bs D s K fit: correlations taken into account All decay rate equations included (see next page) Using latest 2004 data challenge selection results (LHCb-note 2007-017) Toy in propertime and mass includes: propertime acceptance function (after trigger & selection) per-event propertime error smearing due to mis-tagging background (rough estimate/description) Fit with tagged events, and also with untagged Bs D s K events
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics50/54 Decay rates with RooFit Final state f : D s - π + or D s - K + For charge conjugate final states: B → B, f → f, λ f → λ f, A f → A f p/q → q/p
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics51/54 Description in propertime Acceptance function (after trigger & sel.) Combined sample, tagged events, 5-year statistics Proper time per-event error distribution mean value 33fs most probable value 30fs
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics52/54 Description in mass Signal & background, 5-year statistics
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics53/54 Results with untagged events Sensitivity to Error on + s (scaled to 1 year) ~ 12° 2 D s π equations, 4 D s K equations, simultaneous fit. DC04 input, collected data from 400 “experiments” of 5y tagged data, scaled results to 1y Fit a Gaussian to the fitted values distribution, pull distribution ParameterΔm s (ps) -1 ω Arg(λ f ) rad |λf||λf| +s °+s ° Δ T1/T2 ° input value17.50.3281.047-1.0470.37600 fitted value17.50.3281.06-1.040.3760.140.28 resolution 5y0.0030.0010.170.140.035.475.37 resolution 1y 0.007 0.0030.260.320.06 12.212.0
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Eduardo RodriguesCPPM, 4 th May 2007 LHCb: a stroll from Trigger to Physics54/54 Thank you
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