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Production of top quarks, jets and photons
Javier Llorente Merino,on behalf of the ATLAS and CMS Collaborations
Simon Fraser University
LHCP 2019. Puebla, Mexico
Javier Llorente Production of top quarks, jets and photons 1 / 23
Jet analyses
Jet analyses
Javier Llorente Production of top quarks, jets and photons 2 / 23
Properties of jet fragmentation at ATLAS [STDM-2017-16]
Measurement of observables sensitive to fragmentation functions Dhq,g (ζ, µ).
Number of charged particles 〈nch〉 in jet.
Momentum fraction ζ = pchT /p
jetT .
Transverse profile prelT = pch
T sin θjc .
Radial profile ρ = 1/(2πrNjet)dnch/dr ; r = ∆Rjc .
Extraction of quark and gluon profiles from data.500 1000 1500 2000 2500
[GeV]T
Jet p
2−
1−
0
1
2ηJe
t
0
0.2
0.4
0.6
0.8
1
Glu
on fr
actio
n
Simulation PreliminaryATLAS = 13 TeV, NNPDF2.3LO + Pythia 8.2s
500 1000 1500 2000 2500 [GeV]
TJet p
10
20
30
40
⟩ ch
n⟨
Data (stat. uncert.) syst. uncert.⊕Stat.
Pythia 8.186 A14Herwig++ 2.7Sherpa 2.1
PreliminaryATLAS -1 = 13 TeV, 33 fbs
All selected jets
500 1000 1500 2000 2500 [GeV]
TJet p
0.8
1
1.2
MC
/ D
ata
500 1000 1500 2000 2500 [GeV]
TJet p
0.02
0.04
0.06
0.08
0.1
⟩ r
⟨
Data (stat. uncert.) syst. uncert.⊕Stat.
Pythia 8.186 A14Herwig++ 2.7Sherpa 2.1
PreliminaryATLAS -1 = 13 TeV, 33 fbs
All selected jets
500 1000 1500 2000 2500 [GeV]
TJet p
0.8
1
1.2
MC
/ D
ata
Javier Llorente Production of top quarks, jets and photons 3 / 23
Properties of jet fragmentation at ATLAS [STDM-2017-16]
Quark and gluon-like distributions obtained using two different methods
Solve the system of equations for bin i of each observable:
hfi = f fq h
qi + (1− f fq )hg
i ; hci = f cq h
qi + (1− f cq )hg
i
Determine distributions for topics T1 (q-like) and T2 (g -like)
hT1i =
hfi −minj{hf
j /hcj } × hc
i
1−minj{hfj /h
cj }
; hT2i =
hci −minj{hc
j /hfj } × hf
i
1−minj{hcj /h
fj }
0 20 40 60
chn
0
0.1
0.2
0.3
0.4
0.5ch)
dN /
dnje
t(1
/N
PreliminaryATLAS-1 = 13 TeV, 33 fbs
/ GeV < 1000T
900 < Jet p
Topic 1 Data
Topic 2 Data
Topic 1 Pythia 8.186 A14
Topic 2 Pythia 8.186 A14
Quarks Pythia 8.186 A14
Gluons Pythia 8.186 A14
500 1000 1500 2000 2500 [GeV]
TJet p
0
10
20
30
40⟩ ch
n⟨
PreliminaryATLAS-1 = 33 fb
int = 13 TeV, Ls
Topic 1 Data
Topic 2 Data
Topic 1 Pythia 8.186
Topic 2 Pythia 8.186
Quarks Pythia 8.186
Gluons Pythia 8.186
Javier Llorente Production of top quarks, jets and photons 4 / 23
g → bb at small angles in ATLAS [Phys. Rev. D 99, 052004 (2019)]
Measurement of topology of the bb system.
Trimmed anti-kt jet with R = 1.0 as a proxy for the gluon.
Anti-kt track jets with R = 0.2 as proxies for b-quarks.
Flavour fractions extracted from fits to signed impactparameter of tracks in both b-jets with respect to jet axis.
instead of parton-splitting e�ects) and were limited in their kinematic reach due in part to small datasetsand low momentum transfers.
The high transverse momentum and low angular separation regime for g ! bb can be probed at the LHCusing b-tagged small-radius jets within large-radius jets. This topology is used to calibrate b-taggingin dense environments [50–52] and is studied phenomenologically [53, 54]. The measurement shownin this paper builds on these studies by using data collected by the ATLAS detector from
ps = 13 TeV
pp collisions in order to perform a di�erential cross-section measurement of g ! bb inside jets at hightransverse momentum – see Figure 1 for a representative Feynman diagram. Small-radius jets built fromcharged-particle tracks are used as proxies for b-quarks and can be used as precision probes of the smallopening-angle regime.
This paper is organized as follows. After a brief introduction to the ATLAS detector in Section 2, thedata and simulations used for the measurement are documented in Section 3. Section 4 describes theevent selection and Section 5 lists and motivates the observables to be measured. The key challengein the measurement is the estimation of background processes, which is performed using a data-drivenapproach illustrated in Section 6. The data are unfolded to correct for detector e�ects to allow directcomparisons to particle-level predictions. This procedure is explained in Section 7 and the associatedsystematic uncertainties are detailed in Section 8. The results are presented in Section 9 and the paperconcludes with Section 10.
q
g
q
b
b
Figure 1: A representative diagram for the high-pT g ! bb process studied in this paper.
2 ATLAS detector
The ATLAS detector [55] is a multipurpose particle detector with a forward/backward-symmetric cylindricalgeometry. The detector has a nearly 4⇡ coverage in solid angle1 and consists of an inner tracking detector,electromagnetic and hadronic calorimeters, and a muon spectrometer. The inner detector (ID) is surroundedby a superconducting solenoid providing a 2 T magnetic field and covers a pseudorapidity range of |⌘ | < 2.5.The ID is composed of silicon pixel and microstrip detectors as well as a transition radiation tracker. Forthe LHC
ps = 13 TeV run, the silicon pixel detector has been upgraded to include an additional layer
close to the beam interaction point [56]. The lead/liquid-argon electromagnetic sampling calorimetersmeasure electromagnetic energies with high granularity for the pseudorapidity region of |⌘ | < 3.2. Hadron
1 ATLAS uses a right-handed coordinate system with its origin at the nominal interaction point (IP) in the center of the detectorand the z-axis along the beam pipe. The x-axis points from the IP to the center of the LHC ring, and the y-axis pointsupward. Cylindrical coordinates (r , �) are used in the transverse plane, � being the azimuthal angle around the beam pipe. Thepseudorapidity is defined in terms of the polar angle as ⌘ = � ln tan(polar angle/2).
3
0
5
10
15
20
25
30
35
40
45
50310×
Eve
nts
Component (pre-fit %, post-fit %)
L+C (45%, 34%)
B (34%, 50%)
BB (20%, 17%)
MC Uncertainty
Data
R(b,b) < 0.3∆0.25 <
= 13.5 (9.5) / 19 DoF2χ) 1
Total (lead, j
ATLAS-1 = 33 fb
int = 13 TeV, Ls
40− 20− 0 20 40 60
)1
(jsub0ds
0.80.9
11.11.2
Dat
a/M
C
0.2 0.3 0.4 0.5 0.6 0.7R(b,b)∆
0
0.2
0.4
0.6
0.8
1
Fla
vor
Fra
ctio
n
Data (post-fit) MC (pre-fit)
BB BB
B B
L+C L+C
ATLAS -1 = 33 fbint
= 13 TeV, Ls
Javier Llorente Production of top quarks, jets and photons 5 / 23
g → bb at small angles in ATLAS [Phys. Rev. D 99, 052004 (2019)]
Measured observables include:
Angular distance ∆Rbb =√
(∆ηbb)2 + (∆φbb)2
Momentum sharing z = pT2/(pT1 + pT2)
Dimensionless mass ρ = mbb/pT
Angle ∆θppg,gbb between jet-beam and bb planes.
p
p
b
gb
DR(b,b)
Dqppg,gbb
b
b p
p
Dqppg,gbb
DR(b,b)
Side view
Top view
0
1
2
3
4
) T/d
z(p
σ) dσ
(1/
2016 DataTotal UncertaintySherpa 2.1
)±Pythia 8.230 (A14 + Var2/4)2
bbPythia 8.230 (A14, m
ATLAS-1 = 33 fb
int = 13 TeV, Ls
0 0.1 0.2 0.3 0.4 0.5
)T,2
+ pT,1
/ (pT,2
) = pT
z(p
0.5
1
1.5
MC
/Dat
a
0
0.5
1
1.5
π/gp
p,gb
bθ∆
/dσ) dσ
(1/
2016 DataTotal UncertaintySherpa 2.1
)±Pythia 8.230 (A14 + Var2Pythia 8.230 (A14, no g pol.)
ATLAS-1 = 33 fb
int = 13 TeV, Ls
0 0.2 0.4 0.6 0.8 1
π/gpp,gbbθ∆
0.8
1
1.2M
C/D
ata
Significant disagreement at low z , “less polarization” is preferred.Javier Llorente Production of top quarks, jets and photons 6 / 23
Event shapes at CMS [JHEP 12 (2018) 117]
Transverse thrust and thrust axis nT : τ⊥ = 1−maxnT
∑i |~pTi · nT |∑
i pTiU and L hemispheres: ~pTi · nT > 0 (< 0).
Define hemisphere coordinates: ηX =
∑i∈X pTiηi∑i∈X pTi
; φX =
∑i∈X pTiφi∑i∈X pTi
BX =1
2PT
∑i∈X
pTi√
(ηi − ηX )2 + (φi − φX )2; Btot = BU + BL
bayes-8 -7 -6 -5 -4 -3 -2
) τ
1/N
dN
/dln
(
-210
-110
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
< 93 GeVT,273 < H
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
) τln(-8 -7 -6 -5 -4 -3 -2
MC
/ D
ata
0.8
1
1.2
1.4
(13 TeV)-12.2 fbCMS
bayes-3 -2.5 -2 -1.5 -1
) T
ot1/
N d
N/d
ln(B
-110
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
< 93 GeVT,273 < H
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
) Tot
ln(B-3 -2.5 -2 -1.5 -1
MC
/ D
ata
0.8
1
1.2
1.4
(13 TeV)-12.2 fbCMS
Javier Llorente Production of top quarks, jets and photons 7 / 23
Event shapes at CMS [JHEP 12 (2018) 117]
Total jet mass: ρX =M2
X
P2; ρtot = ρU + ρL
Total transverse jet mass: ρTX =M2
X
P2T
; ρTtot = ρTU + ρTL
bayes-6 -5 -4 -3 -2 -1
)T
otρ
1/N
dN
/dln
(
-310
-210
-110
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
> 557 GeVT,2H
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
)Tot
ρln(-6 -5 -4 -3 -2 -1
MC
/ D
ata
0.8
1
1.2
1.4
(13 TeV)-12.2 fbCMS
bayes-7 -6 -5 -4 -3 -2
)T
otT ρ
1/N
dN
/dln
(
-210
-110
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
> 557 GeVT,2H
DataPy8+CUETP8M1Py8+MonashMadGraphHerwig++Total uncertaintyStatistical uncertainty
)TotTρln(
-7 -6 -5 -4 -3 -2
MC
/ D
ata
0.8
1
1.2
1.4
(13 TeV)-12.2 fbCMS
Important test of the back-to-back and collinear regime (low thrust).
Significant discrepancies observed in all variables across pT bins.
Javier Llorente Production of top quarks, jets and photons 8 / 23
∆φ12 in back-to-back topologies at CMS [arXiv:1902.04374 (hep-ex)]
Test of QCD at angles ∆φ . π, sensitive to resummation details.
Two and three jet events studied (pT1 > pT2 > 100 GeV, pT3 > 30 GeV).
Measurement of the normalized distribution of azimuthal difference ∆φ12.
[deg]12
φ∆
]-1
[deg
12φ∆dσd
m
axTpσ1
0.04
0.06
0.08
0.1
0.12
0.14
0.16
0.18
170 171 172 173 174 175 176 177 178 179 180
CMS
(13 TeV)-135.9 fb
< 300 GeVmax
T200 < p
< 600 GeVmax
T500 < p
< 1000 GeVmax
T800 < p
R=0.4Tanti-kInclusive 2-jetHerwig++ CUETHppS1 (solid lines)PYTHIA8 CUETP8M1 (dotted lines)
[deg]12
φ∆
]-1
[deg
12φ∆dσd
m
axTpσ1
0.04
0.06
0.08
0.1
0.12
0.14
0.16
0.18
170 171 172 173 174 175 176 177 178 179 180
CMS
(13 TeV)-135.9 fb
< 300 GeVmax
T200 < p
< 600 GeVmax
T500 < p
< 1000 GeVmax
T800 < p
R=0.4Tanti-kInclusive 3-jetHerwig++ CUETHppS1 (solid lines)PYTHIA8 CUETP8M1 (dotted lines)
Javier Llorente Production of top quarks, jets and photons 9 / 23
∆φ12 in back-to-back topologies at CMS [arXiv:1902.04374 (hep-ex)]
Comparison to LO+PS and NLO+PS are provided.
In particular, Powheg (2→ 2 and 2→ 3) are studied.
2 and 3-jet measurements not simultaneously described by any model.
[deg]12
φ∆
0.91
1.11.2
< 400 GeVmax
T300 < p
[deg]12
φ∆
0.91
1.11.2
< 300 GeVmax
T200 < p
[deg]12
φ∆
0.91
1.11.2
< 600 GeVmax
T500 < p
[deg]12
φ∆
0.91
1.11.2
< 500 GeVmax
T400 < p
[deg]12
φ∆
0.91
1.11.2
< 800 GeVmax
T700 < p
[deg]12
φ∆
0.91
1.11.2
< 700 GeVmax
T600 < p
[deg]12
φ∆
0.91
1.11.2
170 171 172 173 174 175 176 177 178 179 180
< 1200 GeVmax
T1000 < p
[deg]12
φ∆
0.91
1.11.2
< 1000 GeVmax
T800 < p
[deg]12
φ∆
0.91
1.11.2
170 171 172 173 174 175 176 177 178 179 180
> 1200 GeVmax
Tp
R=0.4 Tk−anti
Inclusive 2-jet Total exp. unc.
PH-2J + PYTHIA8
PH-3J + PYTHIA8PH-2J + Herwig++CMS
Pre
dict
ion/
Dat
a (n
orm
alis
ed 2
-jet c
ross
sec
tion)
(13 TeV)-135.9 fb
Javier Llorente Production of top quarks, jets and photons 10 / 23
Photon analyses
Photon analyses
Javier Llorente Production of top quarks, jets and photons 11 / 23
Photon cross section ratios 13 / 8 TeV [JHEP 04 (2019) 093]
Ratio of two measurements: [JHEP 08 (2016) 005, PLB 770 (2017) 473]
Reduction of uncertainties by considering their correlations:
Experimental uncertainties below 5% in the full EγT range (γES).
Theoretical uncertainties below 2% in the full EγT range (scale).
Ratios come in two flavours:
Ratio of double-differential cross sections: Rγ13/8
versus EγT and |yγ |
Double ratio to Z fiducial cross sections Dγ,Z13/8
= Rγ13/8
/RZ ,fid13/8
.
200 300 400 500
[GeV]γ
TE
0.2−
0
0.2
13
/8
γR
ela
tive u
ncert
ain
ty in R
ATLAS1 and 13 TeV, 3.2 fb18 TeV, 20.2 fb
| < 1.81γ
η1.56 < |
125
ESγSystematic uncertainty
extra2015⊕uncorrelated Correlated components:complete correlation modelno correlation assumed
200 300 400 500
[GeV]γ
TE
0.04−
0.02−
0
0.02
0.04
13
/8
γ
Rela
tive u
ncert
ain
ty in R
ATLAS Simulation
= 8 TeV and 13 TeVs
| < 1.81γ
η1.56 < |
125
Uncertainties:
Scale variation
Total
sα
Beam energy
Javier Llorente Production of top quarks, jets and photons 12 / 23
Photon cross section ratios 13 / 8 TeV [JHEP 04 (2019) 093]
Comparison of ratios to NLO QCD (+NNLO for Z)
0
5
10
15
13/8
γR
ATLAS1 and 13 TeV, 3.2 fb18 TeV, 20.2 fb
Data
NLO QCD (JETPHOX): MMHT2014
| < 0.6γη|
200 300 400 1000
[GeV]γ
TE
0.6
0.8
1
1.2
1.4
Theory
/Data CT14
NNPDF3.0
HERAPDF2.0
ABMP16
125
0
2
4
6
8
10
13/8
/Zγ
D
ATLAS1 and 13 TeV, 3.2 fb18 TeV, 20.2 fb
Data
(JETPHOX);γNLO QCD for
NNLO QCD for Z (DYTURBO): MMHT2014nnlo
| < 0.6γη|
200 300 400 1000
[GeV]γ
TE
0.6
0.8
1
1.2
1.4
Theory
/Data CT14nnlo
NNPDF3.0nnlo
HERAPDF2.0nnlo
125
Recent NNLO predictions for γ production [arXiv:1904.01044 (hep-ph)]
Javier Llorente Production of top quarks, jets and photons 13 / 23
Inclusive photon and photon + jets in CMS [Eur. Phys. J. C 79 (2019) 20]
Measurement of isolated photons inclusively and in association with jets
EγT > 190 GeV and |yγ | < 2.5.
pjetT > 30 GeV and |y jet| < 2.4.
BDT to discriminate from background, validated with isolation sidebands.
Inclusive γ
(GeV)TE210×2 210×3 210×4 210×5 310
(p
b/G
eV)
γd
yTγ
/ d
Eσ2 d
-310
1
310
610
910 )6 10×| < 2.5 (
γ2.1 < |y
)4 10×| < 2.1 ( γ
1.57 < |y
)2 10×| < 1.44 ( γ
0.8 < |y
| < 0.8γ
|y
NLO JETPHOX NNPDF 3.0
(13 TeV)-12.26 fbCMS Preliminary
γ+jets
(GeV)TE210×2 210×3 210×4 210×5 310
(p
b/G
eV)
jet
dy
γd
yTγ
/ d
Eσ3 d
-410
-110
210
510
810
1010 )6 10× > 30GeV (
jet
T| < 2.4, p
jet| < 2.5, 1.5 < |y
γ1.57 < |y
)4 10× > 30GeV ( jet
T| < 1.5, p
jet| < 2.5, |y
γ1.57 < |y
)2 10× > 30GeV ( jet
T| < 2.4, p
jet| < 1.44, 1.5 < |y
γ|y
> 30GeV jet
T| < 1.5, p
jet| < 1.44, |y
γ|y
NLO JETPHOX NNPDF 3.0
(13 TeV)-12.26 fbCMS Preliminary
Javier Llorente Production of top quarks, jets and photons 14 / 23
Inclusive photon and photon + jets in CMS [Eur. Phys. J. C 79 (2019) 20]
Comparison of inclusive γ (top) and γ+jet (bottom) to NLO pQCD (JetPhox)
(GeV)TE210×2 210×3 210×4 210×5 310
Th
eory
/ D
ata
0.5
1
1.5
2| < 0.8
γ|y
Data stat. uncertainty
Data total unc.
NLO JETPHOX scale unc.
NLO JETPHOX total unc.
(13 TeV)-12.26 fbCMS Preliminary
(GeV)TE210×2 210×3 210×4 210×5 210×6
Th
eory
/ D
ata
0.5
1
1.5
2| < 2.5
γ2.1 < |y
Data stat. uncertainty
Data total unc.
NLO JETPHOX scale unc.
NLO JETPHOX total unc.
(13 TeV)-12.26 fbCMS Preliminary
(GeV)TE210×2 210×3 210×4 210×5 310
Th
eory
/ D
ata
0.5
1
1.5
2 > 30GeV
jet
T| < 1.5, p
jet| < 1.44, |y
γ|y
Data stat. uncertainty
Data total unc.
NLO JETPHOX scale unc.
NLO JETPHOX total unc.
(13 TeV)-12.26 fbCMS Preliminary
(GeV)TE210×2 210×3 210×4 210×5 210×6
Th
eory
/ D
ata
0.5
1
1.5
2 > 30GeV
jet
T| < 2.4, p
jet| < 2.5, 1.5 < |y
γ1.57 < |y
Data stat. uncertainty
Data total unc.
NLO JETPHOX scale unc.
NLO JETPHOX total unc.
(13 TeV)-12.26 fbCMS Preliminary
Javier Llorente Production of top quarks, jets and photons 15 / 23
Top quark analyses
Top quark analyses
Javier Llorente Production of top quarks, jets and photons 16 / 23
Boosted, fully hadronic tt at ATLAS [Phys. Rev. D 98 (2018) 012003]
Fully hadronic tt events in boosted regime
Two R = 1.0 jets with pT > 350 GeV, |η| < 2.0, |mJ −mt | < 50 GeV.
Both jets are associated to a small (R = 0.4) b-tagged jet (∆RjJ < 1.0)
Multijet background estimated in a data-driven way.
Collins-Soper angle cos θ∗
|* θ /
d |c
osttσ
d
⋅ ttσ1/
0
0.5
1
1.5
2
2.5DataPOWHEG+Py8POWHEG+H7MG5_aMC@NLO+Py8Sherpa 2.2.1Stat. Unc.
Syst. Unc.⊕Stat.
ATLAS-1 = 13 TeV, 36.1 fbs
Fiducial phase space
|*
θ|cos0 0.2 0.4 0.6 0.8 1
Dat
aP
redi
ctio
n
0.81
1.2
Angular distance χ = e|yt−yt |
tt χ /
d ttσ
d
⋅ ttσ1/
3−10
2−10
1−10
1
10DataPOWHEG+Py8POWHEG+H7MG5_aMC@NLO+Py8Sherpa 2.2.1Stat. Unc.
Syst. Unc.⊕Stat.
ATLAS-1 = 13 TeV, 36.1 fbs
Fiducial phase space
ttχ1 2 3 4 5 6 7 8 9 10
Dat
aP
redi
ctio
n
0.81
1.2
Javier Llorente Production of top quarks, jets and photons 17 / 23
tt+jets differential cross sections at ATLAS [JHEP 1810 (2018) 159]
Single lepton channel e or µ with pT > 25 GeV, |η| < 2.5.
Jets reconstructed with R = 0.4, pT > 25 GeV and |η| < 2.5
Out-of-plane momentum: |ptout| =
∣∣∣∣∣~pthad ·
~ptlep × z
|~ptlep × z |
∣∣∣∣∣
Eve
nts
10
20
30
40
50
60
70
80
90
310×
DatattSingle topW+jetsZ+jetsDibosonVtt
MultijetsStat.+Syst. unc.
ATLAS
4-jet inclusive
-1 = 13 TeV, 3.2 fbs
Jet multiplicity
4 5 6 7 8
Dat
a/P
red.
0.81
1.2
3−10
2−10
1−10
1
10
210
]-1
GeV
⋅| [
pb
tt out
/ d|
pttσ
d
Data
t=mdampPWG+PY6 h
t=1.5 mdampPWG+PY8 h
t=1.5 mdampPWG+H7 h
)2T
+ p2tmaMC@NLO+PY8 (
Sherpa 2.2.1
Stat. unc.
Stat.+Syst. unc.
ATLASFiducial phase-space
-1 = 13 TeV, 3.2 fbs6-jet inclusive
0.5
1
1.5D
ata
Pre
dict
ion
20 30 40 50 60 100 200 300 400
| [GeV]tt
out|p
0.5
1
1.5
Dat
aP
redi
ctio
n
Javier Llorente Production of top quarks, jets and photons 18 / 23
tt cross section, αs and mt at CMS [Eur. Phys. J. C 79 (2019) 368]
Combined fit to e+e−, µ+µ− and e±µ∓ channels.
Likelihood fit to extract σtt , αs(mZ ) and mt .
σtt = 815± 2 (stat.)± 29 (sys.)± 20 (lumi.) from mt , σ simultaneous fit.
Eve
nts
/ G
eV
500
1000
Datatt othertt
W+jetsVV
WttW / DYSystMC stat
[GeV]T
Leading lepton p20 40 60 80 100 120 140 160 180 200
Pre
d.
Da
ta
0.81
1.2
CMS
(13 TeV)-135.9 fb
CMS
channel-µ+µ (13 TeV)-135.9 fb
PDF set αS(mZ)
ABMP16 0.1139 ± 0.0023 (fit + PDF) +0.0014−0.0001 (scale)
NNPDF3.1 0.1140 ± 0.0033 (fit + PDF) +0.0021−0.0002 (scale)
CT14 0.1148 ± 0.0032 (fit + PDF) +0.0018−0.0002 (scale)
MMHT14 0.1151 ± 0.0035 (fit + PDF) +0.0020−0.0002 (scale)
CMS 35.9 fb-1 (13 TeV)
σtt_
ABMP16nnlomt(mt) = 160.86 GeV
NNPDF3.1nnlomt(mt) = 162.56 GeV
MMHT14nnlomt(mt) = 163.47 GeV
CT14nnlomt(mt) = 163.30 GeV
PDG
2018
αS(mZ)0.105 0.11 0.115 0.12
PDF set mpolet [GeV]
ABMP16 169.9 ± 1.8 (fit + PDF + αS) +0.8−1.2 (scale)
NNPDF3.1 173.2 ± 1.9 (fit + PDF + αS) +0.9−1.3 (scale)
CT14 173.7 ± 2.0 (fit + PDF + αS) +0.9−1.4 (scale)
MMHT14 173.6 ± 1.9 (fit + PDF + αS) +0.9−1.4 (scale)
Javier Llorente Production of top quarks, jets and photons 19 / 23
tt dilepton differential cross sections at CMS [JHEP 02 (2019) 149]
Differential cross sections versus a large variety of observables.
Comparison to high-order predictions in QCD
Full NNLO + α3EW (LUXQED17)
Full NNLO + double resummation (NNLO+NNLL’)
Approximate N3LO @ NNLL.
Approximate NNLO.
0 100 200 300 400 500
GeV tT
p
1−10
1
10
pb/G
eV
t Tdp
σd
(13 TeV)-135.9 fbCMS
Dilepton, parton level
Data
POWHEGV2 + PYTHIA8
POWHEGV2 + HERWIG++
MG5_aMC@NLO + PYTHIA8 [FxFx]
0 100 200 300 400 500GeV t
Tp
1
1.2
Dat
aT
heor
y
Syst⊕Stat
Stat
1000
GeV tt
m
3−10
2−10
1−10
1
10
[pb/
GeV
]tt
dmσd
DataPOWHEGV2 + PYTHIA8
= 173.3 GeVt
(LUXQED17) m3EWαNNLO+
= 172.5 GeVt
(LUXQED17) m3EWαNNLO+
= 173.3 GeVt
(NNPDF3.1) m3EWαNNLO+
= 173.3 GeVt
NNLO+NNLL' (NNPDF3.1) m = 172.5 GeV
tNNLO+NNLL' (NNPDF3.1) m
1000 [GeV]
ttm
0.6
0.8
1
1.2
1.4D
ata
The
ory Syst⊕Stat
Stat
CMS (13 TeV)-135.9 fb
Dilepton, parton level
Javier Llorente Production of top quarks, jets and photons 20 / 23
tt multi-differential cross sections at CMS [arXiv:1904.05237 (hep-ex)]
Dilepton channels ee, eµ, µµ.
Cross sections as a function of pairs of variables:
{pT (t), yt ,Mtt , ytt ,∆ηtt ,∆φtt , pT (tt)}
Triple-differential cross sections of jet multiplicity Njet
Extraction of strong coupling αs , top mass mt and PDFs.
500 1000 1500
50000
100000
Eve
nts
/ 10
0 G
eV
500 1000 15000.8
11.2
Rat
io
Data
signaltt
othertt
tNon-t
Syst. unc.
) [GeV]tM(t
CMS (13 TeV)-135.9 fb
200 400
0.002
0.004
0.006 )<1500GeVt650<M(t
200 400
0.81
1.2200 400
0.002
0.004
0.006 )<650GeVt500<M(t
200 400
0.81
1.2200 400
0.002
0.004
0.006 )<500GeVt400<M(t
200 400
0.81
1.2200 400
0.002
0.004
0.006
]-1
) [G
eVt(t T
/dp
σ dσ
1/
)<400GeVt300<M(t
200 400
0.81
1.2
Rat
io
Data, dof=15
=212χPOW+PYT,
=222χPOW+HER,
=292χMG5+PYT,
POW+PYT unc.
) [GeV]t(tT
p
CMS (13 TeV)-135.9 fb
Javier Llorente Production of top quarks, jets and photons 21 / 23
tt multi-differential cross sections at CMS [arXiv:1904.05237 (hep-ex)]
Values of strong coupling and top pole mass obtained from NLO QCD analysis:
αs(mZ ) = 0.1135±0.0016 (fit) +0.0002−0.0004 (mod.) +0.0008
−0.0001 (par.) +0.0011−0.0005 (scale)
mpolet = 170.5± 0.7 (fit) ± 0.1 (mod.) +0.0
−0.1 (par.) ± 0.3 (scale)
Uncertainties estimated according to the general approach of HERAPDF2.0
0.09 0.1 0.11 0.12 0.13)
Z(mSα
World average [PDG2018]
CT14
HERAPDF20
ABMP16
)]t),y(tt,M(t0,1+
jet[N
) with total unc.Z
(mSα
data unc.
PDF unc.
unc.µ
1 GeV unc.± poletm
CMS (13 TeV)-135.9 fb
165 170 175 [GeV]pole
tm
World average [PDG2018]
CT14
HERAPDF20
ABMP16
)]t),y(tt,M(t0,1+
jet[N
with total unc.poletm
data unc.
PDF unc.
unc.µ
0.001 unc.± sα
CMS (13 TeV)-135.9 fb
Javier Llorente Production of top quarks, jets and photons 22 / 23
Summary and conclusions
New results on jet, photon and top quark production have been presented.
Higher order theoretical predictions have been recently developed, inparticular for photon and top production.
In general, good qualitative agreement is observed with the state of the arttheoretical predictions.
Some significant discrepancies are also observed for some jet observables(event shapes)
Huge ongoing effort from both ATLAS and CMS to provide newmeasurements. Stay tuned for future updates!
See next talk by C. Pollard for another nice set of jet substructure and topmeasurements.
Javier Llorente Production of top quarks, jets and photons 23 / 23