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Explore how MC@NLO, a next-generation event generator, matches NLO QCD calculations with parton shower simulations to analyze top production and reconstruction. Understand the clever subtraction techniques, event weights, and comparisons with LO generators in ATLAS. Investigate top mass reconstruction using ATLFast package and compare results between MC@NLO and Herwig in various scenarios.
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Study of tt production at NLO Stan Bentvelsen Edwin Bos
MC@NLO generator • Since few months MC@NLO available in Atlas repository: • Using 6.5.0 release of Generators • Using tag 00-00-00 of package McAtNLO_i • What is MC@NLO? • What consequences for • top-production and • top-reconstruction? Developed by S Frixione and B Webber, www.hep.phy.cam.ac.uk/theory/webber/MCatNLO/
The MC@NLO generator • ‘New generation’ event generator • Matching NLO calculations of QCD process with parton shower MC simulation • Fully exclusive events generated • Hard emissions treated as in NLO • Soft emissions handled by MC shower (Herwig) • No ‘double counting’ between these two • Running in ATLAS: • Create event file using ‘runNLO’ program • Contains kinematic of hard NLO process • Interface to Herwig via McAtNLO_i
Real gluon emission in NLO Real gluon emission in parton shower Problem of ‘double counting’! Weights and double counting • Born term (LO) • Virtual NLO corrections • Real NLO corrections Virtual and real NLO corrections both infinite → their sum is finite. MC@NLO • Matching NLO with parton shower • Concequence: events weights can become negative Clever subtraction terms, slightly different for real and virtual NLO correctionscompensate for additional parton shower gluon emission: avoid double counting
13.5% 86.5% Weights ‘standard’ tt production process -1706 • Weights: ±w • ‘unweighted’ events, up to a sign!(practically weight ±1) • Efficient event generation possible • NLO distributions (without MC showering) are non-physical tt production cross section MCatNLO: 842 pb HERWIG: 458 pb PYTHIA: 490 pb (nb: no consistent pdf’s!)
Matched with MC: distribution is positive for all values of Pt NLO results by itself give ‘nonsense’ results Pt(tt-system) from NLO small Pt: negativelarge Pt: positive NLO and MC matching Pt(tt-system) non-zero due to real gluon emission (both via NLO and PS)
Comparison to LO generators • Pt(tt system) • Herwig & MCatNLO agree at low Pt, • At large Pt MCatNLO ‘harder’ • PYTHIA completely off Same distribution on linear scale All distributions normalised to 1
Comparison to LO generators • Azimuthal opening angle top-topb • Rapidity of tops(2 entries/event)
Pt distributions topidentical for all MC Before ISR/FSR After ISR/FSR Pt – distribution individual top
Top reconstruction • Use ATLFast package (00-01-24) • StandardNtupleMaker algorithm • Modified slightly to • Get access to event weights • Get access to partons after ISR in Herwig • Get partons from W-decays • Use calibrated ‘atlfastB jets’ • Mimic Top reconstruction • Mimic Top reconstruction w/o b-tagging
Pt-distribtion of jet with highest Pt Very hard gluon jets in MC@NLO Second ‘hardest’ Pt jet:effect of hard emission gone Reconstructed jets
Kinematic reconstruction t-mass Reconstruct top for 1 b-jet: if R(b-jet,W) < R(b-jet,electron) No spectacular differences! Reconstruct W by considering all jet-jet permutations, take combination with minimum mass distance to 80.3 GeV
Reconstructed t-mass Top-mass for top with Pt>250: Some of the entries are still negative In case of 2 b-tagged jets: Take b-jet which lead to highest Pt of reconstructed top
Top mass • All generators give rather equivalent results • No Pt differences in reconstructed top • No big mass differences • Quantitative differences have not been determined yet Pt distribution of reconstructed top(for 2 b-jet)
‘Commissioning’ top Extra ‘hard’ gluon can effect reconstructionof top-mass when no b-tag is assumed (Pessimistic commissioning scenario) Top reconstructed by selecting 3 jets which give the highest resulting Pt Also for resulting top-Pt > 250 GeV Again no significant differences between Herwig and MCatNLO
Reconstructed W-mass Top-pt: ‘Commissioning’ top Top-pt
In di-lepton channel Angle between 2 leptons ‘true’ information Is this the observable for polarization? (I am not expert!) MCatNLO does not have polarization included Can be implemented according to authors Top polarization
Conclusions • MCatNLO beautiful ‘next generation’ generator • Practicalities: • Negative event weights: store in full simulation? • Read ‘pre’-generated’ NLO event file • I do not know how to ‘skip’ events in this file • Generated many NLO event files, each 50k events. • No polarization included yet. • Spectrum for pt of lepton has problems: • Maybe problem with Ntuples, investigating… • In previous plots spikes are removed.
AlpGen generator • tt production – with extra n-jets (‘light jets’) • Exact (LO) matrix element • Matching n-jets for various n left to user (?) • Only started very recently… • Alpgen generates file with hard scattering • To be fed into Herwig/Pythia shower MC’s • Generation of (unweighted) events time consuming • Problems: (Herwig_i-00-01-18) • Top decays done in Alpgen (incl polarization) – • Event record not recognized in Herwig interface • Top decays as well done in Herwig • For now force alpgen to leave top stable
tt-system alpgen affected by extra gluon Extra jet: Pt-min = 10 GeV |η| < 2.5 R>0.4 AlpGen tt+1-jet production Need a bit more study….
Outlook • Proceed with backgrounds to top • MC@NLO for background studies?? • Use AlpGen for background, W+ n-jet • Estimation of QCD background • NIKHEF has broader interest in top: • Single top (theory and measurements) • Top cross section at ‘commissioning stage’ • Top and extra dimensions • Top analyses at D0