Search for signal in 
B->D(*)ππlν 
channel in BaBar data 
- Ruturaj Apte 
IIT Bombay, 
India 
Working under 
Prof. Robert Kowalewski 
Thomas Lueck
Outline 
● Motivation for studying semileptonic decays 
● Motivation for our search for the D(*)ππlν channel 
● Some details about the experiment 
● Reconstruction of the Btag meson 
● Introduction to “normalization modes” and how they 
help in reducing the uncertainties in the final branching 
fraction calculation 
● Multi variate fisher analysis 
● Fitting of components
Motivation for studying semileptonic 
decays 
● In the Standard Model, the CKM matrix helps describe CP violation 
in weak interactions involving quarks of different flavors. 
● Precise determination of these matrix elements is crucial for a 
stringent test of the SM and for reducing theoretical uncertainties in 
the many New Physics searches with flavor. 
● Semileptonic B decays are used to measure the matrix element |Vcb| 
● According to Babar measurements, the experimental estimate for the 
quantity 
BF(B->D(*)τν)/BF(B->D(*)lν) shows a deviation of 3.3σ from the 
SM prediction. The channel we are looking for is a background 
for the above search and depending on our result the above 
3.3σ deviation can increase or decrease.
Motivation for our search 
● The sum of the Branching Fractions for all the known exclusive 
semileptonic decays of the B meson do not match the inclusive 
B->Xclν Branching Fraction. The Branching fractions are : 
B -> Dlν : 2.30 (+/-) 0.1 
B -> D*lν : 5.34 (+/-) 0.12 
B -> D**lν : 1.64 (+/-) 0.18 
Inclusive B->Xclν : 10.91 (+/-) 0.14 
● Gap between exclusive and inclusive : 1.63 (+/-) 0.3
Y(4S) resonance and need for a Btag 
● The asymmetric e+e- B factories operate at a center of 
momentum(CM) energy of E = 10.58 GeV 
● This energy corresponds to the mass of the Y(4S) resonance, a 
bound state and it then decays almost exclusively to approx equal 
numbers of and B+B- pairs. 
B0 ̄ B0 
● The B mesons are almost at rest in the Y(4S) frame 
● No other additional particles are produced. 
b ̄b
Y(4S) resonance and need for a Btag 
● The decay products of the B and antiB overlap completely in 
the detector. 
● The vertex resolution is not good enough to 
unambiguously assign charged tracks 
● Hence a kinematic reconstruction one of the B mesons in 
a fully reconstructed decay mode is needed to assign 
particles to the B and anti-B 
● The characteristic semileptonic decay is searched by 
identifying a reconstructed track left by an electron or a 
muon with CM momentum > 0.6 GeV
Event Reconstruction Technique 
● A total of 2968 separate decay chains are considered in the 
reconstruction of the Btag. 
● One of the independant variables used to study the Btag 
reconstruction is “delta E” which is the energy difference 
between the reconstructed and expected energy of the Bmeson. 
Delta E = ErecB – (Ecms of the colliding beams)/2 
● Energy substituted B mass (mESB) = 
mESB = sqrt(E2/4 – PB 
2) 
E = CM energy of the colliding beams 
PB = three vector momentum of the B meson.
Event Reconstruction Technique 
● After that a D(*) meson is reconstructed using a subset of D meson 
decay modes. 
● While looking for decays with an added pion, we look for an extra 
pion track which has not been used for any reconstruction. 
● The percentage of Y(4S) decays with a lepton that give an 
acceptable Btag reconstruction is only about 0.5% 
● We do not want to rely on the MC to estimate our Btag reconstruction 
efficiency
Delta E Plot for B->Dlν signal side
MESB Plot for B->Dlν
Normalization Modes 
● The estimate of the systematic uncertainty related to differences 
in the efficiency for reconstructing the Btag in data and MC is 
non trivial. 
● Thus we use a sample of B->D(*)lnu as normalization modes in 
order to cancel out these uncertainties.
Efficiency calculation 
● Signal Efficiency is defined as the number of signal events 
reconstructed divided by the number of signal events actually 
produced in the detector. 
● We estimate this efficiency from the MC samples 
● Efficiency = Nsig,mc / (NBBbar,MC*bf*2) 
Nsig,mc = Signal yield from MC 
NBBbar,MC = Total BBbar events generated in MC 
bf = Branching Fraction of the signal decay mode put in during 
MC generation of the events
Calculation of the Branching 
Fraction 
● Once we extract the signal yield from the fit, we can continue to 
estimate the branching fraction. 
● BF = Nsig,data / ( εtag*εsig * NBBbar,data ) 
εtag = efficiency of the Btag reconstruction 
εsig = efficiency of reconstruction on signal side 
Nsig,data = signal yield from the fit 
NBBbar,data = Number of B,Bbar events from the data
How it will help in our final BF 
calculation 
● We need to cancel out the uncertainties that arise due to systematic 
uncertainty related to differences in the efficiency for reconstructing 
the Btag i.e. εtag 
● BF(B->DPiPilnu)/BF(B->D(*)lnu) = Nsig * εsig,norm / εsig * Nnorm 
● The BF(B->D(*)lnu) is taken from the well measured BFs of 
these modes. 
● We thus cancel out the εtag assuming it is the same for both, 
the signal and normalization modes.
Variables of Interest 
● (Missing mass)2 : missing mass square for a particular decay say 
B->(D(*)lν + nπ) is defined as : 
(mmiss)2 = (Py – PBtag - PD(*) – Pl 
- Ppions )2 
should peak at 0 for signal 
● plep_cms : momentum of the lepton in the cms frame. 
● mESB : sqrt(E2/4 - PB 
2) 
where E is the total CM energy and PB is the momentum of the B 
meson.
Variables of Interest 
● Delta E = ErecB – (Ecms of the colliding beams)/2 
should peak around 0 for correctly reconstructed Btag. 
● Extra Energy : The total energy of all the neutral particles and 
photons that have not been used for reconstruction of any particle 
● Unmatched neutral : Number of neutral particles that have not been 
used in any reconstruction. 
● Charged multiplicity : number of charged particles used in the 
reconstruction of the Btag candidate.
Variables of Interest 
● CosThrustB : the cosine of the thrust angle of the Btag candidate 
with respect to the rest of the event. 
● MoltNB : number of neutral particles that have been used to 
reconstruct the Btag. 
● Fox2CT : A variable that measures the event shape. It is close to 1 
if the event is jetlike and close to 0 for a spherical event.
Why they are useful
Cuts applied 
● Flavor correlation between D and B. 
● Charge Flavor correlation between the D and the lepton 
● 5.27GeV < mESB < 5.29GeV 
● Momentum of lepton in cms frame > 0.6GeV 
● -2GeV < mm2 < 2GeV 
● Total charge of the event has to be 0. 
● Total charge of the D meson and added pions has to be <=1
Multivariate Analysis 
● The method of Fisher discriminants was used to reduce the 
background levels 
● The variables used for the fisher tuning were 
ExtraEnergy,mESB,unmatched neutral multiplicity, multiplicity of 
charged particles in Btag reconstruction, absolute value of cosine of 
Thrust angle of Bmeson with the rest of the event , 
Fox2CT, multiplicity of neutral particles in Btag. 
● A different Fisher cut expression was obtained for each decay 
mode increasing the significance of the data.
(Missing mass)2 plot for B->Dlν
Improvement in signal to 
background ratio 
● We quantify the signal/background ratio using a quantity called 
significance 
Significance = S/ sqrt(S+B) 
S : number of signal events 
B : number of background events 
● Significance of the mm2 plot without the fisher tuning = 164.432 
● Significance after the fisher tuning = 171.106 
● Improvement is not very drastic since these decay modes are 
already quite clean
Similar analysis done for the 
B->Dπlν
Improvement due to Fisher Tuning 
● Initial significance with D** that is the D1, D1 
' , D0 , D2 as the 
signal and all other components as background is 
= 15.80 
● Significance after fisher tuning 
= 21.38 
● An increase of 35.31% 
● This analysis was repeated for B -> D(*)πlν and 
B -> D(*)ππlν for charged as well as neutral D mesons.
B ->D*+ππlν
Improvement due to Fisher 
● Significance before the Fisher cuts : 
19.6025 
● Significance after the Fisher cuts : 
22.76 
● An increase by 16%
Fitting to the (missing mass)2 
● Used the RooFit package for fitting 
● Did an unbinned maximum likelihood fit for the data. 
● The components that were fitted were: 
1. Dlnu 
2. D*lnu 
3. D**lnu 
4. Other BBbar decays 
5. Continuum events ( e+e- -> qqbar ; q != b) 
✔ Used 2 types of fit methods : one by extracting histogram pdfs from 
the MC histograms and other using RooKeysPdf which gives a 
smooth pdf
Fit Plots for B -> D+lν
Fit Plots for B -> D+lν
Final Fit for B -> D+lν
Results of the fit 
● Signal Yields for the normalization mode calculated from the 
fit are : 
D0lν = 8365.84 +/- 135.485 
D+lν = 3671.78 +/- 86.834 
D*0lν = 12052.4 +/- 143.713 
D*+lν = 5498.93 +/- 84.4648 
● Signal reconstruction efficiencies : 
εsig(D0lν) = 0.077 % 
εsig(D+lν) = 0.014% 
εsig(D*0lν)= 0.123% 
εsig(D*+lν) = 0.022%
Conclusion 
● The normalization modes have been measured to get their 
signal yields and to get the signal efficiencies for the individual 
decay modes. 
● We now need to fit to the 2 pion cases using the MC generated 
samples for DΠΠlν to get the signal yield and the 
efficiencies for this channel. 
● We then use the double ratio formula to get our final Branching 
Fraction.

Presentation on the normalization channels

  • 1.
    Search for signalin B->D(*)ππlν channel in BaBar data - Ruturaj Apte IIT Bombay, India Working under Prof. Robert Kowalewski Thomas Lueck
  • 2.
    Outline ● Motivationfor studying semileptonic decays ● Motivation for our search for the D(*)ππlν channel ● Some details about the experiment ● Reconstruction of the Btag meson ● Introduction to “normalization modes” and how they help in reducing the uncertainties in the final branching fraction calculation ● Multi variate fisher analysis ● Fitting of components
  • 3.
    Motivation for studyingsemileptonic decays ● In the Standard Model, the CKM matrix helps describe CP violation in weak interactions involving quarks of different flavors. ● Precise determination of these matrix elements is crucial for a stringent test of the SM and for reducing theoretical uncertainties in the many New Physics searches with flavor. ● Semileptonic B decays are used to measure the matrix element |Vcb| ● According to Babar measurements, the experimental estimate for the quantity BF(B->D(*)τν)/BF(B->D(*)lν) shows a deviation of 3.3σ from the SM prediction. The channel we are looking for is a background for the above search and depending on our result the above 3.3σ deviation can increase or decrease.
  • 4.
    Motivation for oursearch ● The sum of the Branching Fractions for all the known exclusive semileptonic decays of the B meson do not match the inclusive B->Xclν Branching Fraction. The Branching fractions are : B -> Dlν : 2.30 (+/-) 0.1 B -> D*lν : 5.34 (+/-) 0.12 B -> D**lν : 1.64 (+/-) 0.18 Inclusive B->Xclν : 10.91 (+/-) 0.14 ● Gap between exclusive and inclusive : 1.63 (+/-) 0.3
  • 5.
    Y(4S) resonance andneed for a Btag ● The asymmetric e+e- B factories operate at a center of momentum(CM) energy of E = 10.58 GeV ● This energy corresponds to the mass of the Y(4S) resonance, a bound state and it then decays almost exclusively to approx equal numbers of and B+B- pairs. B0 ̄ B0 ● The B mesons are almost at rest in the Y(4S) frame ● No other additional particles are produced. b ̄b
  • 6.
    Y(4S) resonance andneed for a Btag ● The decay products of the B and antiB overlap completely in the detector. ● The vertex resolution is not good enough to unambiguously assign charged tracks ● Hence a kinematic reconstruction one of the B mesons in a fully reconstructed decay mode is needed to assign particles to the B and anti-B ● The characteristic semileptonic decay is searched by identifying a reconstructed track left by an electron or a muon with CM momentum > 0.6 GeV
  • 7.
    Event Reconstruction Technique ● A total of 2968 separate decay chains are considered in the reconstruction of the Btag. ● One of the independant variables used to study the Btag reconstruction is “delta E” which is the energy difference between the reconstructed and expected energy of the Bmeson. Delta E = ErecB – (Ecms of the colliding beams)/2 ● Energy substituted B mass (mESB) = mESB = sqrt(E2/4 – PB 2) E = CM energy of the colliding beams PB = three vector momentum of the B meson.
  • 8.
    Event Reconstruction Technique ● After that a D(*) meson is reconstructed using a subset of D meson decay modes. ● While looking for decays with an added pion, we look for an extra pion track which has not been used for any reconstruction. ● The percentage of Y(4S) decays with a lepton that give an acceptable Btag reconstruction is only about 0.5% ● We do not want to rely on the MC to estimate our Btag reconstruction efficiency
  • 9.
    Delta E Plotfor B->Dlν signal side
  • 10.
  • 11.
    Normalization Modes ●The estimate of the systematic uncertainty related to differences in the efficiency for reconstructing the Btag in data and MC is non trivial. ● Thus we use a sample of B->D(*)lnu as normalization modes in order to cancel out these uncertainties.
  • 12.
    Efficiency calculation ●Signal Efficiency is defined as the number of signal events reconstructed divided by the number of signal events actually produced in the detector. ● We estimate this efficiency from the MC samples ● Efficiency = Nsig,mc / (NBBbar,MC*bf*2) Nsig,mc = Signal yield from MC NBBbar,MC = Total BBbar events generated in MC bf = Branching Fraction of the signal decay mode put in during MC generation of the events
  • 13.
    Calculation of theBranching Fraction ● Once we extract the signal yield from the fit, we can continue to estimate the branching fraction. ● BF = Nsig,data / ( εtag*εsig * NBBbar,data ) εtag = efficiency of the Btag reconstruction εsig = efficiency of reconstruction on signal side Nsig,data = signal yield from the fit NBBbar,data = Number of B,Bbar events from the data
  • 14.
    How it willhelp in our final BF calculation ● We need to cancel out the uncertainties that arise due to systematic uncertainty related to differences in the efficiency for reconstructing the Btag i.e. εtag ● BF(B->DPiPilnu)/BF(B->D(*)lnu) = Nsig * εsig,norm / εsig * Nnorm ● The BF(B->D(*)lnu) is taken from the well measured BFs of these modes. ● We thus cancel out the εtag assuming it is the same for both, the signal and normalization modes.
  • 15.
    Variables of Interest ● (Missing mass)2 : missing mass square for a particular decay say B->(D(*)lν + nπ) is defined as : (mmiss)2 = (Py – PBtag - PD(*) – Pl - Ppions )2 should peak at 0 for signal ● plep_cms : momentum of the lepton in the cms frame. ● mESB : sqrt(E2/4 - PB 2) where E is the total CM energy and PB is the momentum of the B meson.
  • 16.
    Variables of Interest ● Delta E = ErecB – (Ecms of the colliding beams)/2 should peak around 0 for correctly reconstructed Btag. ● Extra Energy : The total energy of all the neutral particles and photons that have not been used for reconstruction of any particle ● Unmatched neutral : Number of neutral particles that have not been used in any reconstruction. ● Charged multiplicity : number of charged particles used in the reconstruction of the Btag candidate.
  • 17.
    Variables of Interest ● CosThrustB : the cosine of the thrust angle of the Btag candidate with respect to the rest of the event. ● MoltNB : number of neutral particles that have been used to reconstruct the Btag. ● Fox2CT : A variable that measures the event shape. It is close to 1 if the event is jetlike and close to 0 for a spherical event.
  • 18.
  • 19.
    Cuts applied ●Flavor correlation between D and B. ● Charge Flavor correlation between the D and the lepton ● 5.27GeV < mESB < 5.29GeV ● Momentum of lepton in cms frame > 0.6GeV ● -2GeV < mm2 < 2GeV ● Total charge of the event has to be 0. ● Total charge of the D meson and added pions has to be <=1
  • 20.
    Multivariate Analysis ●The method of Fisher discriminants was used to reduce the background levels ● The variables used for the fisher tuning were ExtraEnergy,mESB,unmatched neutral multiplicity, multiplicity of charged particles in Btag reconstruction, absolute value of cosine of Thrust angle of Bmeson with the rest of the event , Fox2CT, multiplicity of neutral particles in Btag. ● A different Fisher cut expression was obtained for each decay mode increasing the significance of the data.
  • 21.
  • 22.
    Improvement in signalto background ratio ● We quantify the signal/background ratio using a quantity called significance Significance = S/ sqrt(S+B) S : number of signal events B : number of background events ● Significance of the mm2 plot without the fisher tuning = 164.432 ● Significance after the fisher tuning = 171.106 ● Improvement is not very drastic since these decay modes are already quite clean
  • 23.
    Similar analysis donefor the B->Dπlν
  • 24.
    Improvement due toFisher Tuning ● Initial significance with D** that is the D1, D1 ' , D0 , D2 as the signal and all other components as background is = 15.80 ● Significance after fisher tuning = 21.38 ● An increase of 35.31% ● This analysis was repeated for B -> D(*)πlν and B -> D(*)ππlν for charged as well as neutral D mesons.
  • 25.
  • 26.
    Improvement due toFisher ● Significance before the Fisher cuts : 19.6025 ● Significance after the Fisher cuts : 22.76 ● An increase by 16%
  • 27.
    Fitting to the(missing mass)2 ● Used the RooFit package for fitting ● Did an unbinned maximum likelihood fit for the data. ● The components that were fitted were: 1. Dlnu 2. D*lnu 3. D**lnu 4. Other BBbar decays 5. Continuum events ( e+e- -> qqbar ; q != b) ✔ Used 2 types of fit methods : one by extracting histogram pdfs from the MC histograms and other using RooKeysPdf which gives a smooth pdf
  • 28.
    Fit Plots forB -> D+lν
  • 29.
    Fit Plots forB -> D+lν
  • 30.
    Final Fit forB -> D+lν
  • 31.
    Results of thefit ● Signal Yields for the normalization mode calculated from the fit are : D0lν = 8365.84 +/- 135.485 D+lν = 3671.78 +/- 86.834 D*0lν = 12052.4 +/- 143.713 D*+lν = 5498.93 +/- 84.4648 ● Signal reconstruction efficiencies : εsig(D0lν) = 0.077 % εsig(D+lν) = 0.014% εsig(D*0lν)= 0.123% εsig(D*+lν) = 0.022%
  • 32.
    Conclusion ● Thenormalization modes have been measured to get their signal yields and to get the signal efficiencies for the individual decay modes. ● We now need to fit to the 2 pion cases using the MC generated samples for DΠΠlν to get the signal yield and the efficiencies for this channel. ● We then use the double ratio formula to get our final Branching Fraction.