CMS-PAS-HIG-16-044 | ||
Evidence for the decay of the Higgs boson to bottom quarks | ||
CMS Collaboration | ||
August 2017 | ||
Abstract: A search for the standard model (SM) Higgs boson (H) decaying to b¯b when produced in association with a weak vector boson (V) is reported for the following processes: Z(νν)H, W(μν)H, W(eν)H, Z(μμ)H, and Z(ee)H. The search is performed in data samples corresponding to an integrated luminosity of 35.9 fb−1 at √s= 13 TeV recorded by the CMS experiment at the LHC during Run 2 in 2016. An excess of events is observed in data compared to the expectation in the absence of a H→b¯b signal. The significance of this excess is 3.3 standard deviations, where the expectation from SM Higgs boson production is 2.8. The signal strength corresponding to this excess, relative to that of the SM Higgs boson production is 1.2 ± 0.4. This result is combined with the one from the search for the same processes performed by the CMS experiment in Run 1 of the LHC (using proton-proton collisions at √s= 7 and √s= 8 TeV with data samples corresponding to luminosities of up to 5.1 fb−1 and 18.9 fb−1, respectively). The observed combined signal significance is 3.8 standard deviations, where 3.8 are expected from a SM signal. The corresponding signal strength, relative to that of the SM Higgs boson, is 1.06+0.31−0.29. | ||
Links:
CDS record (PDF) ;
inSPIRE record ;
CADI line (restricted) ;
These preliminary results are superseded in this paper, PLB 780 (2018) 501. The superseded preliminary plots can be found here. |
Figures | |
![]() png pdf |
Figure 1:
Dijet invariant mass distributions for simulated samples of Z(ℓℓ)H(bb) events (mH= 125 GeV), before (red) and after (blue) the energy correction from the regression procedure is applied. A combination of a Bernstein polynominal and a Crystal-Ball function is used to fit the distribution. The fitted mean and width of the core of the distribution are displayed on the figure. |
![]() png pdf |
Figure 2:
Examples of distributions for variables in the simulated samples and in data for different control regions and for different channels after applying the data/MC scale factors in Table 6. The top row of plots is from the 0-lepton Z+HF control region. The middle row shows variables in the 1-lepton tˉt control region. The bottom row shows variables in the 2-lepton Z+HF control region. The plots on the left are always pT(V). On the right is a key variable that is validated in that control region. They are, from top to bottom, the azimuthal angle between the two jets that comprise the Higgs boson, the reconstructed top quark mass, and the ratio of pT(V) and pT(jj). |
![]() png pdf |
Figure 2-a:
Distribution of pT(V), in the simulated samples and in data for the 0-lepton Z+HF control region, after applying the data/MC scale factors in Table 6. |
![]() png pdf |
Figure 2-b:
Distribution of the azimuthal angle between the two jets that comprise the Higgs boson, in the simulated samples and in data for the 0-lepton Z+HF control region, after applying the data/MC scale factors in Table 6. |
![]() png pdf |
Figure 2-c:
Distribution of pT(V), in the simulated samples and in data for the 1-lepton tˉt control region, after applying the data/MC scale factors in Table 6. |
![]() png pdf |
Figure 2-d:
Distribution of the reconstructed top quark mass, in the simulated samples and in data for the 1-lepton tˉt control region, after applying the data/MC scale factors in Table 6. |
![]() png pdf |
Figure 2-e:
Distribution of pT(V), in the simulated samples and in data for the 2-lepton Z+HF control region, after applying the data/MC scale factors in Table 6. |
![]() png pdf |
Figure 2-f:
Distribution of the ratio of pT(V) and pT(jj), in the simulated samples and in data for the 2-lepton Z+HF control region, after applying the data/MC scale factors in Table 6. |
![]() png pdf |
Figure 3:
On the left there are examples of CMVAmin distributions in control regions after simulated samples are fit to the data. On the right are corresponding BDT distributions of the same control regions as the plots on the left. Note that the BDT distributions are not part of the fit and are primarily for validation. The control regions shown from top to bottom are: tˉt for the 0-lepton channel, low mass HF for the single-muon channel, and HF for the dielectron channel. |
![]() png pdf |
Figure 3-a:
CMVAmin distribution after simulated samples are fit to the data, in the tˉt control region for the 0-lepton channel. |
![]() png pdf |
Figure 3-b:
BDT distribution (not part of the fit, primarily for validation), in the tˉt control region for the 0-lepton channel. |
![]() png pdf |
Figure 3-c:
CMVAmin distribution after simulated samples are fit to the data, in the low mass HF control region for the single-muon channel. |
![]() png pdf |
Figure 3-d:
BDT distribution (not part of the fit, primarily for validation), in the low mass HF control region for the single-muon channel. |
![]() png pdf |
Figure 3-e:
CMVAmin distribution after simulated samples are fit to the data, in the HF control region for the dielectron channel. |
![]() png pdf |
Figure 3-f:
BDT distribution (not part of the fit, primarily for validation), in the HF control region for the dielectron channel. |
![]() png pdf |
Figure 4:
Post-fit BDT output distributions for the 13 TeV data (points with error bars), for the 0-lepton channel (top), for the 1-lepton channels (middle), and for the 2-lepton low-pT(V) and high-pT(V) regions (bottom). The bottom inset shows the ratio of the number of events observed in data to that of the prediction from simulated samples for signal and backgrounds. |
![]() png pdf |
Figure 4-a:
Post-fit BDT output distribution for the 13 TeV data (points with error bars), for the 0-lepton channel. The bottom inset shows the ratio of the number of events observed in data to that of the prediction from simulated samples for signal and backgrounds. |
![]() png pdf |
Figure 4-b:
Post-fit BDT output distribution for the 13 TeV data (points with error bars), for the 1-lepton (μ) channel. The bottom inset shows the ratio of the number of events observed in data to that of the prediction from simulated samples for signal and backgrounds. |
![]() png pdf |
Figure 4-c:
Post-fit BDT output distribution for the 13 TeV data (points with error bars), for the 1-lepton (e) channel. The bottom inset shows the ratio of the number of events observed in data to that of the prediction from simulated samples for signal and backgrounds. |
![]() png pdf |
Figure 4-d:
Post-fit BDT output distribution for the 13 TeV data (points with error bars), for the 2-lepton (μ) channel, low-pT(V) region. The bottom inset shows the ratio of the number of events observed in data to that of the prediction from simulated samples for signal and backgrounds. |
![]() png pdf |
Figure 4-e:
Post-fit BDT output distribution for the 13 TeV data (points with error bars), for the 2-lepton (e) channel, low-pT(V) region. The bottom inset shows the ratio of the number of events observed in data to that of the prediction from simulated samples for signal and backgrounds. |
![]() png pdf |
Figure 4-f:
Post-fit BDT output distribution for the 13 TeV data (points with error bars), for the 2-lepton (μ) channel, high-pT(V) region. The bottom inset shows the ratio of the number of events observed in data to that of the prediction from simulated samples for signal and backgrounds. |
![]() png pdf |
Figure 4-g:
Post-fit BDT output distribution for the 13 TeV data (points with error bars), for the 2-lepton (e) channel, high-pT(V) region. The bottom inset shows the ratio of the number of events observed in data to that of the prediction from simulated samples for signal and backgrounds. |
![]() png pdf |
Figure 5:
Combination of all channels into a single event BDT distribution. Events are sorted in bins of similar expected signal-to-background ratio, as given by the value of the output of the value of their corresponding BDT discriminant (trained with a Higgs boson mass hypothesis of 125 GeV). The bottom inserts show the ratio of the data to the background-only prediction. |
![]() png pdf |
Figure 6:
The best-fit value of the production cross section for a 125 GeV Higgs boson relative to the SM cross section-i.e., signal strength μ-is shown in black with green error band. Above the dashed line are the WH and ZH signal strengths when each production mode has an independent signal strength parameters in the fit. When each channel is fit with its own signal strength parameter, the results are shown below the dashed line. |
![]() png pdf |
Figure 7:
Combination of all channels in the VZ search, with Z→bˉb into a single event BDT distribution. Events are sorted in bins of similar expected signal-to-background ratio, as given by the value of the output of their corresponding BDT discriminant. The bottom inset shows the ratio of the data to the predicted background, with a red line overlaying the expected SM contribution from VZ with Z→bˉb. |
Tables | |
![]() png pdf |
Table 1:
Selection criteria that define the signal region. Entries marked with "-'' indicate that the variable is not used in the given channel. If different, the entries in square brackets indicate the selection for the different boost regions as defined in the first row of the table. The pT thresholds for the highest and second highest pT jets are pT(j1) and pT(j2), respectively. CMVAmax and CMVAmin are the b-tagging requirements for the jets with the highest and second-highest values of the output of the CMVA discriminant. Anti−QCD refers to rejection of events where EmissT points in the same or opposite direction of a high pT jet. The values listed for kinematic variables are in units of GeV, and for angles in units of radians. |
![]() png pdf |
Table 2:
Variables used in the training of the event BDT discriminant. Jets are counted as additional jets if they satisfy the following: pT> 30 GeV and |η|< 2.4 for 0-lepton, pT> 25 GeV and |η|< 2.9 for 1-lepton, and pT> 30 GeV and |η|< 2.4 for 2-lepton. |
![]() png pdf |
Table 3:
Definition of the control regions for the 0-lepton channel. The values listed for kinematic variables are in units of GeV, and for angles in units of radians. Entries marked with "-'' indicate that the variable is not used in the given control region. |
![]() png pdf |
Table 4:
Definition of the control regions for the 1-lepton channels. The same selection is used for all boost regions. LF and HF refer to light- and heavy-flavor jets. METsig is EmissT divided by the square root of the scalar sum of jet pT where jet pT> 30 GeV. The values listed for kinematic variables are in units of GeV. Entries marked with "-'' indicate that the variable is not used in the given control region. |
![]() png pdf |
Table 5:
Definition of the control regions for the 2-lepton channels. The same selection is used for both the low- and high-boost regions. The values listed for kinematic variables are in units of GeV. Entries marked with "-'' indicate that the variable is not used in the given control region. |
![]() png pdf |
Table 6:
Data/MC scale factors for each of the main background processes in each channel, as obtained from the combined fit to control and signal region distributions described in Section 7. Electron and muons samples in the 1-lepton and 2-lepton channels are fit simultaneously to determine average scale factors. |
![]() png pdf |
Table 7:
Effect of each source of systematic uncertainty on the signal strength μ (defined as the ratio of the best-fit value for the production cross section for a 125 GeV Higgs boson, relative to the SM cross section). The third column shows the uncertainty in μ from each source when only that particular source is considered. The last column shows the percentage decrease in the uncertainty when removing that specific source of uncertainty. Due to correlations, the total systematic uncertainty is less than the sum in quadrature of the individual uncertainties. The second column shows whether the source affects only the normalization or both the shape and normalization of the event BDT output distribution. See text for details. |
![]() png pdf |
Table 8:
The total number of events in each channel, for the 20% most-sensitive region of the BDT output distribution, for the expected backgrounds, for the 125 GeV SM Higgs boson VH signal, and for data. The signal-to-background ratio (S/B) is also shown. |
![]() png pdf |
Table 9:
The expected and observed significances for VH production with H→bˉb are shown for each channel fit individually as well as for the combination of all three channels. |
![]() png pdf |
Table 10:
The expected and observed significances and the observed signal strengths for VH production with H→bˉb for Run1 data [17], Run2 2016 data, and for the combination of the two. |
![]() png pdf |
Table 11:
Validation results for VZ production with Z→bˉb. Expected and observed signal strengths, and expected and observed local significances of the excess of events above the estimated background. Values are given in numbers of standard deviations. |
Summary |
A search for the 125 GeV standard model (SM) Higgs boson (H) when produced in association with an electroweak vector boson and decaying to bˉb is reported for the Z(νν)H, W(μν)H, W(eν)H, Z(μμ)H and Z(ee)H processes. The search is performed in data samples corresponding to integrated luminosities of 35.9 fb−1 at √s= 13 TeV, recorded by the CMS experiment at the LHC. The observed signal significance is 3.3 standard deviations, where the expectation from the SM Higgs production is 2.8. The corresponding signal strength is μ=σ/σSM= 1.2 ± 0.4. The combination of this result with the one from the same search performed by the CMS experiment in Run 1 of the LHC using using proton-proton collisions at √s= 7 and √s= 8 TeV with data samples corresponding to luminosities of up to 5.1 fb−1 and 18.9 fb−1, respectively yields an observed signal significance of 3.8 standard deviations, where 3.8 are expected from a SM signal. The corresponding signal strength is μ=σ/σSM= 1.06+0.31−0.29. This result provides strong evidence for the decay of the Higgs boson into a pair of b quarks. |
References | ||||
1 | CMS Collaboration | Observation of a new boson at a mass of 125 GeV with the CMS experiment at the LHC | PLB 716 (2012) 30 | CMS-HIG-12-028 1207.7235 |
2 | ATLAS Collaboration | Observation of a new particle in the search for the Standard Model Higgs boson with the ATLAS detector at the LHC | PLB 716 (2012) 1 | 1207.7214 |
3 | CMS Collaboration | Observation of a new boson with mass near 125 GeV in pp collisions at √s= 7 and 8 TeV | JHEP 06 (2013) 081 | CMS-HIG-12-036 1303.4571 |
4 | ATLAS Collaboration | Measurement of Higgs boson production in the diphoton decay channel in pp collisions at center-of-mass energies of 7 and 8 TeV with the ATLAS detector | PRD 90 (2014), no. 11, 112015 | 1408.7084 |
5 | CMS Collaboration | Observation of the diphoton decay of the Higgs boson and measurement of its properties | EPJC 74 (Jul, 2014) 3076. 79 p | CMS-HIG-13-001 1407.0558 |
6 | ATLAS Collaboration | Measurements of Higgs boson production and couplings in the four-lepton channel in pp collisions at center-of-mass energies of 7 and 8 TeV with the ATLAS detector | PRD 91 (2015), no. 1, 012006 | 1408.5191 |
7 | CMS Collaboration | Measurement of the properties of a Higgs boson in the four-lepton final state | PRD 89 (2014) 092007 | CMS-HIG-13-002 1312.5353 |
8 | ATLAS Collaboration | Observation and measurement of Higgs boson decays to WW∗ with the ATLAS detector | PRD 92 (2015), no. 1, 012006 | 1412.2641 |
9 | ATLAS Collaboration | Study of (W/Z)H production and Higgs boson couplings using H→WW∗ decays with the ATLAS detector | JHEP 08 (2015) 137 | 1506.06641 |
10 | CMS Collaboration | Measurement of Higgs boson production and properties in the WW decay channel with leptonic final states | JHEP 01 (2014) 096 | CMS-HIG-13-023 1312.1129 |
11 | ATLAS Collaboration | Evidence for the Higgs-boson Yukawa coupling to tau leptons with the ATLAS detector | JHEP 04 (2015) 117 | 1501.04943 |
12 | CMS Collaboration | Evidence for the 125 GeV Higgs boson decaying to a pair of τ leptons | JHEP 05 (2014) 104 | CMS-HIG-13-004 1401.5041 |
13 | ATLAS Collaboration | Measurements of the Higgs boson production and decay rates and coupling strengths using pp collision data at √s= 7 and 8 TeV in the ATLAS experiment | EPJC 76 (2016), no. 1, 6 | 1507.04548 |
14 | CMS Collaboration | Precise determination of the mass of the Higgs boson and tests of compatibility of its couplings with the standard model predictions using proton collisions at 7 and 8 TeV | EPJC 75 (2015), no. 5, 212 | CMS-HIG-14-009 1412.8662 |
15 | CMS Collaboration | Study of the Mass and Spin-Parity of the Higgs Boson Candidate Via Its Decays to Z Boson Pairs | PRL 110 (2013), no. 8, 081803 | CMS-HIG-12-041 1212.6639 |
16 | ATLAS Collaboration | Evidence for the spin-0 nature of the Higgs boson using ATLAS data | PLB 726 (2013) 120--144 | 1307.1432 |
17 | ATLAS, CMS Collaboration | Measurements of the Higgs boson production and decay rates and constraints on its couplings from a combined ATLAS and CMS analysis of the LHC pp collision data at √s= 7 and 8 TeV | JHEP 08 (2016) 045 | 1606.02266 |
18 | F. Englert and R. Brout | Broken symmetry and the mass of gauge vector mesons | PRL 13 (1964) 321 | |
19 | P. W. Higgs | Broken symmetries, massless particles and gauge fields | PL12 (1964) 132 | |
20 | P. W. Higgs | Broken symmetries and the masses of gauge bosons | PRL 13 (1964) 508 | |
21 | G. S. Guralnik, C. R. Hagen, and T. W. B. Kibble | Global conservation laws and massless particles | PRL 13 (1964) 585 | |
22 | P. W. Higgs | Spontaneous symmetry breakdown without massless bosons | PR145 (1966) 1156 | |
23 | T. W. B. Kibble | Symmetry breaking in non-Abelian gauge theories | PR155 (1967) 1554 | |
24 | ATLAS, CMS Collaboration | Combined Measurement of the Higgs Boson Mass in pp Collisions at √s= 7 and 8 TeV with the ATLAS and CMS Experiments | PRL 114 (2015) 191803 | 1503.07589 |
25 | CMS Collaboration | Observation of Higgs boson decays to a pair of tau leptons | Submitted to PLB | CMS-HIG-16-043 1708.00373 |
26 | CMS Collaboration | Measurements of properties of the Higgs boson decaying into the four-lepton final state in pp collisions at sqrt(s) = 13 TeV | Submitted to JHEP | CMS-HIG-16-041 1706.09936 |
27 | S. Heinmeyer et al. | Handbook of LHC Higgs Cross Sections: 3. Higgs Properties | CERN-2013-004 | 1307.1347 |
28 | S. Weinberg | A model of leptons | PRL 19 (Nov, 1967) 1264--1266 | |
29 | Y. Nambu and G. Jona-Lasinio | Dynamical Model of Elementary Particles Based on an Analogy with Superconductivity. I | PR122 (1961) 345 | |
30 | CDF, D0 Collaboration | Higgs Boson Studies at the Tevatron | PRD 88 (2013), no. 5, 052014 | 1303.6346 |
31 | CDF, D0 Collaboration | Evidence for a particle produced in association with weak bosons and decaying to a bottom-antibottom quark pair in Higgs boson searches at the Tevatron | PRL 109 (2012) 071804 | 1207.6436 |
32 | ATLAS Collaboration | Search for the Standard Model Higgs boson produced in association with top quarks and decaying into bˉb in pp collisions at √s= 8 TeV with the ATLAS detector | EPJC 75 (2015), no. 7, 349 | 1503.05066 |
33 | ATLAS Collaboration | Search for the Standard Model Higgs boson decaying into b¯b produced in association with top quarks decaying hadronically in pp collisions at √s= 8 TeV with the ATLAS detector | JHEP 05 (2016) 160 | 1604.03812 |
34 | CMS Collaboration | Search for the standard model Higgs boson produced in association with a top-quark pair in pp collisions at the LHC | JHEP 05 (2013) 145 | CMS-HIG-12-035 1303.0763 |
35 | CMS Collaboration | Search for the associated production of the Higgs boson with a top-quark pair | JHEP 09 (2014) 087 | CMS-HIG-13-029 1408.1682 |
36 | ATLAS Collaboration | Search for the Standard Model Higgs boson produced by vector-boson fusion and decaying to bottom quarks in √s= 8 TeV pp collisions with the ATLAS detector | JHEP 11 (2016) 112 | 1606.02181 |
37 | CMS Collaboration | Search for the standard model Higgs boson produced through vector boson fusion and decaying to b¯b | PRD 92 (2015), no. 3, 032008 | CMS-HIG-14-004 1506.01010 |
38 | ATLAS Collaboration | Search for the bˉb decay of the Standard Model Higgs boson in associated (W/Z)H production with the ATLAS detector | JHEP 01 (2015) 069 | 1409.6212 |
39 | CMS Collaboration | Search for the standard model Higgs boson produced in association with a W or a Z boson and decaying to bottom quarks | PRD 89 (2014), no. 1, 012003 | CMS-HIG-13-012 1310.3687 |
40 | ATLAS Collaboration | Evidence for the Hbb decay with the ATLAS detector | ATLAS CONFERNCE NOTE ATLAS-CONF-2017-041, CERN | |
41 | B. P. Roe et al. | Boosted decision trees, an alternative to artificial neural networks | NIMA 543 (2005) 577 | physics/0408124 |
42 | A. Hocker et al. | TMVA---Toolkit for Multivariate Data Analysis | PoS ACAT (2007) 040 | physics/0703039 |
43 | CMS Collaboration | The CMS experiment at the CERN LHC | JINST 3 (2008) S08004 | CMS-00-001 |
44 | GEANT4 Collaboration | GEANT4---a simulation toolkit | NIMA 506 (2003) 250 | |
45 | S. Frixione, P. Nason, and C. Oleari | Matching nlo qcd computations with parton shower simulations: the powheg method | JHEP 11 (2007) 070 | 0709.2092 |
46 | G. Luisoni, P. Nason, C. Oleari, and F. Tramontano | HW±/HZ + 0 and 1 jet at NLO with the POWHEG BOX interfaced to GoSam and their merging within MiNLO | JHEP 10 (2013) 083 | 1306.2542 |
47 | J. Alwall et al. | The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations | JHEP 07 (2014) 079 | 1405.0301 |
48 | R. Frederix and S. Frixione | Merging meets matching in MC@NLO | JHEP 12 (2012) 061 | 1209.6215 |
49 | J. Alwall et al. | Comparative study of various algorithms for the merging of parton showers and matrix elements in hadronic collisions | EPJC 53 (2008) 473--500 | 0706.2569 |
50 | S. Frixione, P. Nason, and G. Ridolfi | A Positive-weight next-to-leading-order Monte Carlo for heavy flavour hadroproduction | JHEP 09 (2007) 126 | 0707.3088 |
51 | R. Frederix, E. Re, and P. Torrielli | Single-top t-channel hadroproduction in the four-flavour scheme with POWHEG and aMC@NLO | JHEP 09 (2012) 130 | 1207.5391 |
52 | E. Re | Single-top Wt-channel production matched with parton showers using the POWHEG method | EPJC 71 (2011) 1547 | 1009.2450 |
53 | S. Alioli, P. Nason, C. Oleari, and E. Re | NLO single-top production matched with shower in POWHEG: s- and t-channel contributions | JHEP 09 (2009) 111 | 0907.4076 |
54 | G. Ferrera, M. Grazzini, and F. Tramontano | Higher-order QCD effects for associated WH production and decay at the LHC | JHEP 04 (2014) 039 | 1312.1669 |
55 | G. Ferrera, M. Grazzini, and F. Tramontano | Associated ZH production at hadron colliders: the fully differential NNLO QCD calculation | PLB 740 (2015) 51--55 | 1407.4747 |
56 | G. Ferrera, M. Grazzini, and F. Tramontano | Associated WH production at hadron colliders: a fully exclusive QCD calculation at NNLO | PRL 107 (2011) 152003 | 1107.1164 |
57 | O. Brein, R. V. Harlander, and T. J. E. Zirke | vh@nnlo - Higgs Strahlung at hadron colliders | CPC 184 (2013) 998--1003 | 1210.5347 |
58 | R. V. Harlander, S. Liebler, and T. Zirke | Higgs Strahlung at the Large Hadron Collider in the 2-Higgs-Doublet Model | JHEP 02 (2014) 023 | 1307.8122 |
59 | A. Denner, S. Dittmaier, S. Kallweit, and A. Muck | HAWK 2.0: A Monte Carlo program for Higgs production in vector-boson fusion and Higgs strahlung at hadron colliders | CPC 195 (2015) 161--171 | 1412.5390 |
60 | LHC Higgs Cross Section Working Group Collaboration | Handbook of LHC Higgs Cross Sections: 4. Deciphering the Nature of the Higgs Sector | 1610.07922 | |
61 | J. M. Campbell and R. K. Ellis | MCFM for the Tevatron and the LHC | NPPS 205-206 (2010) 10 | 1007.3492 |
62 | R. Gavin, Y. Li, F. Petriello, and S. Quackenbush | FEWZ 2.0: A code for hadronic Z production at next-to-next-to-leading order | CPC 182 (2011) 2388 | 1011.3540 |
63 | Y. Li and F. Petriello | Combining QCD and electroweak corrections to dilepton production in FEWZ | PRD 86 (2012) 094034 | 1208.5967 |
64 | R. Gavin, Y. Li, F. Petriello, and S. Quackenbush | W Physics at the LHC with FEWZ 2.1 | CPC 184 (2013) 208 | 1201.5896 |
65 | NNPDF Collaboration | Parton distributions for the LHC Run II | JHEP 04 (2015) 040 | 1410.8849 |
66 | T. Sjostrand, S. Mrenna, and P. Skands | A Brief Introduction to PYTHIA 8.1 | CPC 178 (2008) 852--867 | 0710.3820 |
67 | CMS Collaboration | Event generator tunes obtained from underlying event and multiparton scattering measurements | EPJC 76 (2016), no. 3, 155 | CMS-GEN-14-001 1512.00815 |
68 | P. Skands, S. Carrazza, and J. Rojo | Tuning PYTHIA 8.1: the Monash 2013 Tune | EPJC 74 (2014), no. 8 | 1404.5630 |
69 | CMS Collaboration | Particle-flow reconstruction and global event description with the CMS detector | Submitted to JINST | CMS-PRF-14-001 1706.04965 |
70 | M. Cacciari, G. P. Salam, and G. Soyez | The anti-kt jet clustering algorithm | JHEP 04 (2008) 063 | 0802.1189 |
71 | M. Cacciari, G. P. Salam, and G. Soyez | FastJet User Manual | EPJC 72 (2012) 1896 | 1111.6097 |
72 | M. Cacciari and G. P. Salam | Pileup subtraction using jet areas | PLB 659 (2008) 119 | 0707.1378 |
73 | CMS Collaboration | Performance of CMS muon reconstruction in pp collision events at √s= 7 TeV | JINST 7 (2012) P10002 | CMS-MUO-10-004 1206.4071 |
74 | CMS Collaboration | Performance of Electron Reconstruction and Selection with the CMS Detector in Proton-Proton Collisions at √s= 8 TeV | JINST 10 (2015), no. 06, P06005 | CMS-EGM-13-001 1502.02701 |
75 | M. Cacciari and G. P. Salam | Dispelling the N3 myth for the kt jet-finder | PLB 641 (2006) 57 | hep-ph/0512210 |
76 | CMS Collaboration | Determination of jet energy calibration and transverse momentum resolution in CMS | JINST 6 (2011) P11002 | CMS-JME-10-011 1107.4277 |
77 | CMS Collaboration | Identification of b quark jets at the CMS Experiment in the LHC Run 2 | CMS-PAS-BTV-15-001 | CMS-PAS-BTV-15-001 |
78 | CMS Collaboration | Description and performance of track and primary-vertex reconstruction with the CMS tracker | JINST 9 (2014), no. 10, P10009 | CMS-TRK-11-001 1405.6569 |
79 | CMS Collaboration | Commissioning of trackjets in pp collisions at √s= 7 TeV | CMS-PAS-JME-10-006 | |
80 | CMS Collaboration | Performance of jet reconstruction with charged tracks only | CMS-PAS-JME-08-001 | |
81 | CMS Collaboration | Measurement of the hadronic activity in events with a Z and two jets and extraction of the cross section for the electroweak production of a Z with two jets in pp collisions at √s= 7 TeV | JHEP 10 (2013) 062 | CMS-FSQ-12-019 1305.7389 |
82 | CMS Collaboration | Measurement of electroweak production of two jets in association with a Z boson in proton-proton collisions at √s= 8 TeV | EPJC 75 (2015), no. 2, 66 | CMS-FSQ-12-035 1410.3153 |
83 | CMS Collaboration | Jet algorithms performance in 13 TeV data | CMS-PAS-JME-16-003 | CMS-PAS-JME-16-003 |
84 | J. M. Butterworth, A. R. Davison, M. Rubin, and G. P. Salam | Jet substructure as a new Higgs search channel at the LHC | PRL 100 (2008) 242001 | 0802.2470 |
85 | CDF, D0 Collaboration | Improved b-jet Energy Correction for H→bˉb Searches at CDF | 1107.3026 | |
86 | S. Kallweit et al. | NLO QCD+EW predictions for V + jets including off-shell vector-boson decays and multijet merging | JHEP 04 (2016) 021 | 1511.08692 |
87 | CMS Collaboration | Measurement of differential cross sections for top quark pair production using the lepton+jets final state in proton-proton collisions at 13 tev | PRD 95 (May, 2017) 092001 | |
88 | S. Frixione and B. R. Webber | Matching NLO QCD computations and parton shower simulations | JHEP 06 (2002) 029 | hep-ph/0204244 |
89 | CMS Collaboration | Jet energy scale and resolution in the CMS experiment in pp collisions at 8 TeV | JINST 12 (2017), no. 02, P02014 | CMS-JME-13-004 1607.03663 |
90 | CMS Collaboration | Cross section measurement of t-channel single top quark production in pp collisions at sqrt(s) = 13 TeV | Submitted to: PLB (2016) | CMS-TOP-16-003 1610.00678 |
91 | CMS Collaboration | Measurement of the WZ production cross section in pp collisions at √s= 13 TeV | PLB 766 (2017) 268--290 | CMS-SMP-16-002 1607.06943 |
92 | CMS Collaboration | Measurement of the ZZ production cross section and Z →ℓ+ℓ−ℓ′+ℓ′− branching fraction in pp collisions at √s= 13 TeV | PLB 763 (2016) 280--303 | CMS-SMP-16-001 1607.08834 |
93 | CMS Collaboration | CMS Luminosity Measurements for the 2016 Data Taking Period | CMS-PAS-LUM-17-001 | CMS-PAS-LUM-17-001 |
94 | A. L. Read | Presentation of search results: The CLs technique | JPG 28 (2002) 2693 |
![]() |
Compact Muon Solenoid LHC, CERN |
![]() |
![]() |
![]() |
![]() |
![]() |
![]() |