cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17182/hepdata.147271.v1/t61
title: "Table-aux_2 (extended 2)" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Example cut flow used for selecting signals events using the uGNN set 2 selection criteria. Both background and MC events has been normalized to unity.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147271.v1/t62
title: "Table-aux_3" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Example cut flow used for selecting signals events using the a-set 3 selection criteria. Both background and MC events has been normalized to unity.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147271.v1/t63
title: "Table-aux_3 (extended 1)" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Example cut flow used for selecting signals events using the a-set 1 selection criteria. Both background and MC events has been normalized to unity.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147271.v1/t64
title: "Table-aux_3 (extended 2)" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Example cut flow used for selecting signals events using the a-set 2 selection criteria. Both background and MC events has been normalized to unity.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147271.v1/t65
title: "Table-aux_3 (extended 3)" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Example cut flow used for selecting signals events using the a-set 4 selection criteria. Both background and MC events has been normalized to unity.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147271.v1/t66
title: "Table-aux_3 (extended 4)" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Example cut flow used for selecting signals events using the a-set 5 selection criteria. Both background and MC events has been normalized to unity.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147271.v1/t67
title: "Table-aux_4" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Example cut flow used for selecting signals events using the aGNN set 3 selection criteria. Both background and MC events has been normalized to unity.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147271.v1/t68
title: "Table-aux_4 (extended 1)" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Example cut flow used for selecting signals events using the aGNN set 1 selection criteria. Both background and MC events has been normalized to unity.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147271.v1/t69
title: "Table-aux_4 (extended 2)" of "Search for new physics with emerging jets in proton-proton collisions at $\sqrt{s} = 13~\mathrm{TeV}$"

description: Example cut flow used for selecting signals events using the aGNN set 2 selection criteria. Both background and MC events has been normalized to unity.
description: A search for emerging jets produced in proton-proton collisions at a center-of-mass energy of $13\,\text{TeV}$ is performed using data collected by the CMS experiment, corresponding to an integrated luminosity of $138\,\text{fb}^{-1}$. This search examines a hypothetical dark QCD sector that couples to the standard model (SM) through a scalar mediator. The scalar mediator decays into a standard model quark and a dark sector quark. As the dark sector quark showers and hadronizes, it produces long-lived dark mesons that subsequently decay into SM particles, resulting in a jet with multiple displaced vertices, known as an emerging jet. This search looks for pair production of the scalar mediators at the LHC, yielding events with two SM jets and two emerging jets. The results are interpreted using two dark sector models and exclude mediator masses up to $1800\,\text{GeV}$ for an unflavored dark QCD model, and up to $1950\,\text{GeV}$ for a flavored-aligned dark QCD model.
DOI: 10.17182/hepdata.147272.v2/t1
title: "Figure 3a (upper left)" of "Search for long-lived particles using displaced vertices and missing transverse momentum in proton-proton collisions at $\sqrt{s}$ = 13 TeV"

description: Distributions of $S_{\mathrm{ML}}$ for data, simulated background and signal events with $n_{\mathrm{track}}$ of 3. The distributions are shown for split-SUSY signals with a gluino mass of 2000 GeV and neutralino mass of 1900 GeV. Different gluino proper decay lengths are shown as $c\tau$ in the legend. All distributions are normalized to unity.
description: A search for the production of long-lived particles in proton-proton collisions at a center-of-mass energy of 13 TeV at the CERN LHC is presented. The search is based on data collected by the CMS experiment in 2016--2018, corresponding to a total integrated luminosity of 137 $\mathrm{fb}^{-1}$. This search is designed to be sensitive to long-lived particles with mean proper decay lengths between 0.1 and 1000 mm, whose decay products produce a final state with at least one displaced vertex and missing transverse momentum. A machine learning algorithm, which reduces 94 % of background events in the signal region, is applied to improve the sensitivity. The observation is consistent with the standard model background prediction, and the results are used to constrain split supersymmetry (SUSY) and gauge-mediated SUSY breaking models with different gluino mean proper decay lengths and masses. This search is the first CMS search that shows sensitivity to hadronically decaying long-lived particles from signals with mass differences between gluino and neutralino below 100 GeV. It sets the most stringent limits to date for split-SUSY models and gauge-mediated SUSY breaking models with gluino proper decay length less than 6 mm.
DOI: 10.17182/hepdata.147272.v2/t10
title: "Figure 6b (right)" of "Search for long-lived particles using displaced vertices and missing transverse momentum in proton-proton collisions at $\sqrt{s}$ = 13 TeV"

description: The ML tagging efficiency for artificially displaced vertices in data (black) and simulation (red). In this example, the artificially displaced vertices are corrected to mimic split-SUSY signal events with gluino mass of 2000 GeV and neutralino mass of 1800 GeV.
description: A search for the production of long-lived particles in proton-proton collisions at a center-of-mass energy of 13 TeV at the CERN LHC is presented. The search is based on data collected by the CMS experiment in 2016--2018, corresponding to a total integrated luminosity of 137 $\mathrm{fb}^{-1}$. This search is designed to be sensitive to long-lived particles with mean proper decay lengths between 0.1 and 1000 mm, whose decay products produce a final state with at least one displaced vertex and missing transverse momentum. A machine learning algorithm, which reduces 94 % of background events in the signal region, is applied to improve the sensitivity. The observation is consistent with the standard model background prediction, and the results are used to constrain split supersymmetry (SUSY) and gauge-mediated SUSY breaking models with different gluino mean proper decay lengths and masses. This search is the first CMS search that shows sensitivity to hadronically decaying long-lived particles from signals with mass differences between gluino and neutralino below 100 GeV. It sets the most stringent limits to date for split-SUSY models and gauge-mediated SUSY breaking models with gluino proper decay length less than 6 mm.
DOI: 10.17182/hepdata.147272.v2/t2
title: "Figure 3b (upper right)" of "Search for long-lived particles using displaced vertices and missing transverse momentum in proton-proton collisions at $\sqrt{s}$ = 13 TeV"

description: Distributions of $S_{\mathrm{ML}}$ for data, simulated background and signal events with $n_{\mathrm{track}}$ of 3. The distributions are shown for split-SUSY signals with a gluino mass of 2000 GeV and neutralino mass of 1800 GeV. Different gluino proper decay lengths are shown as $c\tau$ in the legend. All distributions are normalized to unity.
description: A search for the production of long-lived particles in proton-proton collisions at a center-of-mass energy of 13 TeV at the CERN LHC is presented. The search is based on data collected by the CMS experiment in 2016--2018, corresponding to a total integrated luminosity of 137 $\mathrm{fb}^{-1}$. This search is designed to be sensitive to long-lived particles with mean proper decay lengths between 0.1 and 1000 mm, whose decay products produce a final state with at least one displaced vertex and missing transverse momentum. A machine learning algorithm, which reduces 94 % of background events in the signal region, is applied to improve the sensitivity. The observation is consistent with the standard model background prediction, and the results are used to constrain split supersymmetry (SUSY) and gauge-mediated SUSY breaking models with different gluino mean proper decay lengths and masses. This search is the first CMS search that shows sensitivity to hadronically decaying long-lived particles from signals with mass differences between gluino and neutralino below 100 GeV. It sets the most stringent limits to date for split-SUSY models and gauge-mediated SUSY breaking models with gluino proper decay length less than 6 mm.
DOI: 10.17182/hepdata.147272.v2/t3
title: "Figure 3c (middle left)" of "Search for long-lived particles using displaced vertices and missing transverse momentum in proton-proton collisions at $\sqrt{s}$ = 13 TeV"

description: Distributions of $S_{\mathrm{ML}}$ for data, simulated background and signal events with $n_{\mathrm{track}}$ of 4. The distributions are shown for split-SUSY signals with a gluino mass of 2000 GeV and neutralino mass of 1900 GeV. Different gluino proper decay lengths are shown as $c\tau$ in the legend. All distributions are normalized to unity.
description: A search for the production of long-lived particles in proton-proton collisions at a center-of-mass energy of 13 TeV at the CERN LHC is presented. The search is based on data collected by the CMS experiment in 2016--2018, corresponding to a total integrated luminosity of 137 $\mathrm{fb}^{-1}$. This search is designed to be sensitive to long-lived particles with mean proper decay lengths between 0.1 and 1000 mm, whose decay products produce a final state with at least one displaced vertex and missing transverse momentum. A machine learning algorithm, which reduces 94 % of background events in the signal region, is applied to improve the sensitivity. The observation is consistent with the standard model background prediction, and the results are used to constrain split supersymmetry (SUSY) and gauge-mediated SUSY breaking models with different gluino mean proper decay lengths and masses. This search is the first CMS search that shows sensitivity to hadronically decaying long-lived particles from signals with mass differences between gluino and neutralino below 100 GeV. It sets the most stringent limits to date for split-SUSY models and gauge-mediated SUSY breaking models with gluino proper decay length less than 6 mm.
DOI: 10.17182/hepdata.147272.v2/t4
title: "Figure 3d (middle right)" of "Search for long-lived particles using displaced vertices and missing transverse momentum in proton-proton collisions at $\sqrt{s}$ = 13 TeV"

description: Distributions of $S_{\mathrm{ML}}$ for data, simulated background and signal events with $n_{\mathrm{track}}$ of 4. The distributions are shown for split-SUSY signals with a gluino mass of 2000 GeV and neutralino mass of 1800 GeV. Different gluino proper decay lengths are shown as $c\tau$ in the legend. All distributions are normalized to unity.
description: A search for the production of long-lived particles in proton-proton collisions at a center-of-mass energy of 13 TeV at the CERN LHC is presented. The search is based on data collected by the CMS experiment in 2016--2018, corresponding to a total integrated luminosity of 137 $\mathrm{fb}^{-1}$. This search is designed to be sensitive to long-lived particles with mean proper decay lengths between 0.1 and 1000 mm, whose decay products produce a final state with at least one displaced vertex and missing transverse momentum. A machine learning algorithm, which reduces 94 % of background events in the signal region, is applied to improve the sensitivity. The observation is consistent with the standard model background prediction, and the results are used to constrain split supersymmetry (SUSY) and gauge-mediated SUSY breaking models with different gluino mean proper decay lengths and masses. This search is the first CMS search that shows sensitivity to hadronically decaying long-lived particles from signals with mass differences between gluino and neutralino below 100 GeV. It sets the most stringent limits to date for split-SUSY models and gauge-mediated SUSY breaking models with gluino proper decay length less than 6 mm.
DOI: 10.17182/hepdata.147272.v2/t5
title: "Figure 3e (lower left)" of "Search for long-lived particles using displaced vertices and missing transverse momentum in proton-proton collisions at $\sqrt{s}$ = 13 TeV"

description: Distributions of $S_{\mathrm{ML}}$ for data, simulated background and signal events with $n_{\mathrm{track}}$ of $\geq$ 5. The distributions are shown for split-SUSY signals with a gluino mass of 2000 GeV and neutralino mass of 1900 GeV. Different gluino proper decay lengths are shown as $c\tau$ in the legend. All distributions are normalized to unity.
description: A search for the production of long-lived particles in proton-proton collisions at a center-of-mass energy of 13 TeV at the CERN LHC is presented. The search is based on data collected by the CMS experiment in 2016--2018, corresponding to a total integrated luminosity of 137 $\mathrm{fb}^{-1}$. This search is designed to be sensitive to long-lived particles with mean proper decay lengths between 0.1 and 1000 mm, whose decay products produce a final state with at least one displaced vertex and missing transverse momentum. A machine learning algorithm, which reduces 94 % of background events in the signal region, is applied to improve the sensitivity. The observation is consistent with the standard model background prediction, and the results are used to constrain split supersymmetry (SUSY) and gauge-mediated SUSY breaking models with different gluino mean proper decay lengths and masses. This search is the first CMS search that shows sensitivity to hadronically decaying long-lived particles from signals with mass differences between gluino and neutralino below 100 GeV. It sets the most stringent limits to date for split-SUSY models and gauge-mediated SUSY breaking models with gluino proper decay length less than 6 mm.