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Using Track based missing Et tools to reject fake MET background Muhammad Firdaus Mohd Soberi UMichigan-CERN Semester Program Thursday, 12 th February.

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Presentation on theme: "Using Track based missing Et tools to reject fake MET background Muhammad Firdaus Mohd Soberi UMichigan-CERN Semester Program Thursday, 12 th February."— Presentation transcript:

1 Using Track based missing Et tools to reject fake MET background Muhammad Firdaus Mohd Soberi UMichigan-CERN Semester Program Thursday, 12 th February 2015

2 Introduction

3  In p-p collision at the LHC, a significant, unmeasured amount of energy escapes in z- direction.  Total initial and final momentum is zero in transverse direction  Imbalance of energy in transverse direction signals presence of weakly/non-interacting particles such as neutrinos

4 Input Variables

5 xAOD::Missing ET  double xAOD::MissingET::mpx ( ) const  double xAOD::MissingET::mpy ( ) const  double xAOD::MissingET::met ( ) const  double xAOD::MissingET::sumet ( ) const  double xAOD::MissingET::phi ( ) const

6 Goal  Performance study of track-based MET (trackMET) as opposed to calorimeter based MET (caloMET) for Run2 (Run1 already tested)  Track selection study to reject tracks coming from background (mostly QCD)  Using the ZH->vvbb channel and MC14_13tev* samples.

7 Why Track MET?  Provide an alternative measurement to calorimeter-based MET (caloMET)  Different detector has different unrelated systematic effect  Can associate tracks to primary vertex,  Calculate MET and SumPt based on primary vertex of the event,thus more correlated to true MET of the main physics process – important in pileup case  Will deteriorate less than calorimeter based variables as instantaneous luminosity increase  Has less effect due to cosmic muon and beam background  Trackmet tool could be used in rejecting these background in W/Z analysis :  QCD jet background  Cosmic background  Pileup background  Beam halo background

8 Why TrackMET?: Continue  Some analysis it is used:  BSM: H->ZZ->vvqq  SM: ZH->vvbb, H->WW->lvlv  ZH->bbxx(invisible)  Disadvantages :  --See only charged particles  --Smaller geometrical coverage (|eta|<2.5 Compared to calorimeter |eta|<4.5)  --Momentum resolution get worse in higher Pt (expected in Run2, need a way to fix that)

9 How to reject background using the trackMET info?  Use correlation between MPT and MET and correlation between MPTphi and METphi to reject QCD background  Use different track selection to separate unwanted tracks from signal track

10 Selection Cut in Run1 and Run2  Run1  Loose track selection/tight track selection  Select good tracks for this measurement  Select tracks from primary interaction  Remove tracks from conversion  Too loose or too tight could worsen Track MET resolution  Track selection cut for reconstructing track MET (Run1):  |Track _z0 respect to primary vertex |<20 mm  |Track _d0 respect to primary vertex |<2 mm  Track_Pt>0.5GeV, Track_Pt<300GeV  Number of pixel hits >=2  Number of SCT hits >=6  Track MET = -1 *(Vector sum of the selected track momentum )

11 Track Selection: Run2  Mostly follow the same cut as in Run1  Currently studying suitable cut for Run2

12 Run 1 Performance (H->ZH->vvbbb)

13 Run1Plots:METvsMPT and METphivsMPTphi

14 Run1Plots: Number of Vertex

15 Plots Run1: MPT in different NPV (with cut MET>120GeV)

16 Looking forward to Run2  Performance study of different Run2 MC samples  QCD (JZ3W)  Higgs/Z+jet(bb/jj)  Higgs->ZH125 ->nunubb at different pileup effect (mu=30, 50ns trigger vs mu=80, 25ns trigger)

17 Run2Plot: METMPTdphi

18 Run2Plots: METJetdphimin

19 Run2 Plots: METJetdphi_min

20 Run2 Plots: METvsMPT (non PV)

21 Run2Plots:METphivsMPTphi

22 Run2 Issue  Increased number of pileup non-significantly degrade trackMET performance  Need to apply different track selection to reduce increased pileup effect (since some tracks are ‘soft tracks’)  Trigger performance  Different trigger affect the performance of trackMET in Run2  Trigger group still haven’t decided suitable trigger yet, will see confirmation in coming weeks

23 Conclusion  TrackMet could help in rejecting processes which are source of fake MET, such as QCD Di-jets, cosmics, pile-up effects... It can be a powerful tool in W/Z analysis, and any other processes with real MET.  Currently testing the migrated version of xAOD MET package and implementation of xAOD TrackMET is underway.  Study of improvement on QCD jet rejection as well as Bjet background

24 Cultural Activity?

25 ?

26 Backup

27 Run1Plots: MPT in different NPV (with cut MET>120GeV) (loose selection)

28 Run 2:Actual Interaction Per Crossing

29 Run2: Average Interaction Per Crossing

30 Run2: MPT2

31 Run2: MPT_PV2

32 Run2: JetPT

33 Run2: Nvertex (If Ntrack <3)

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