cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17182/hepdata.167089.v1/t15
title: "Figure 9c" of "Search for Beyond the Standard Model physics with anomaly detection in multilepton final states in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector"

description: Comparison between data and the background estimate for the anomaly score distribution used in different benchmark regions, after a background-only fit to data ('post-fit'): (a) 4ℓ Q=0 0Z 0b 2SFOS e&gt;μ, (b) 4ℓ Q=0 0Z ≥1b 2SFOS e&gt;μ, (c) 4ℓ Q=0 1Z 0b 2SFOS μ&gt;e, (d) 4ℓ Q=±2 0b e&gt;μ, (e) 4ℓ Q=±2 ≥1b μ&gt;e, and (f) the three ≥5ℓ regions: 0Z 0b μ&gt;e, 0Z 0b e≥μ, and 0Z ≥1b, defined without AD.

Distributions for one flavourful VLL<sub>e</sub> signal point for a VLL mass of 1 TeV and scalar of 550 GeV, a wino-like chargino and neutralino signal point of mass 1.3 TeV, and a smuon signal point of mass 350 GeV and neutralino mass of 250 GeV are overlaid for comparison. The lower panels show the ratio of data to the background estimate ('Bkg.'). The 'tt+X' background component includes the tt̄Z (4ℓ only) and tt̄H processes. The 'Other' contribution is dominated by the VH process. The size of the combined statistical and systematic uncertainty in the signal-plus-background prediction is indicated by the blue hatched band. The upward-pointing blue arrow indicates a point for which the data-to-background ('Data/Bkg.’) ratio exceeds the vertical range of the figure.
description: A model-agnostic search for Beyond the Standard Model physics is presented, targeting final states with at least four light leptons (electrons or muons). The search regions are separated by event topology and unsupervised machine learning is used to identify anomalous events in the full 140 fb$^{-1}$ of proton-proton collision data collected with the ATLAS detector during Run 2. No significant excess above the Standard Model background expectation is observed. Model-agnostic limits are presented in each topology, along with limits on several benchmark models including vector-like leptons, wino-like charginos and neutralinos, or smuons. Limits are set on the flavourful vector-like lepton model for the first time.
DOI: 10.17182/hepdata.167089.v1/t16
title: "Figure 9d" of "Search for Beyond the Standard Model physics with anomaly detection in multilepton final states in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector"

description: Comparison between data and the background estimate for the anomaly score distribution used in different benchmark regions, after a background-only fit to data ('post-fit'): (a) 4ℓ Q=0 0Z 0b 2SFOS e&gt;μ, (b) 4ℓ Q=0 0Z ≥1b 2SFOS e&gt;μ, (c) 4ℓ Q=0 1Z 0b 2SFOS μ&gt;e, (d) 4ℓ Q=±2 0b e&gt;μ, (e) 4ℓ Q=±2 ≥1b μ&gt;e, and (f) the three ≥5ℓ regions: 0Z 0b μ&gt;e, 0Z 0b e≥μ, and 0Z ≥1b, defined without AD.

Distributions for one flavourful VLL<sub>e</sub> signal point for a VLL mass of 1 TeV and scalar of 550 GeV, a wino-like chargino and neutralino signal point of mass 1.3 TeV, and a smuon signal point of mass 350 GeV and neutralino mass of 250 GeV are overlaid for comparison. The lower panels show the ratio of data to the background estimate ('Bkg.'). The 'tt+X' background component includes the tt̄Z (4ℓ only) and tt̄H processes. The 'Other' contribution is dominated by the VH process. The size of the combined statistical and systematic uncertainty in the signal-plus-background prediction is indicated by the blue hatched band. The upward-pointing blue arrow indicates a point for which the data-to-background ('Data/Bkg.’) ratio exceeds the vertical range of the figure.
description: A model-agnostic search for Beyond the Standard Model physics is presented, targeting final states with at least four light leptons (electrons or muons). The search regions are separated by event topology and unsupervised machine learning is used to identify anomalous events in the full 140 fb$^{-1}$ of proton-proton collision data collected with the ATLAS detector during Run 2. No significant excess above the Standard Model background expectation is observed. Model-agnostic limits are presented in each topology, along with limits on several benchmark models including vector-like leptons, wino-like charginos and neutralinos, or smuons. Limits are set on the flavourful vector-like lepton model for the first time.
DOI: 10.17182/hepdata.167089.v1/t17
title: "Figure 9e" of "Search for Beyond the Standard Model physics with anomaly detection in multilepton final states in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector"

description: Comparison between data and the background estimate for the anomaly score distribution used in different benchmark regions, after a background-only fit to data ('post-fit'): (a) 4ℓ Q=0 0Z 0b 2SFOS e&gt;μ, (b) 4ℓ Q=0 0Z ≥1b 2SFOS e&gt;μ, (c) 4ℓ Q=0 1Z 0b 2SFOS μ&gt;e, (d) 4ℓ Q=±2 0b e&gt;μ, (e) 4ℓ Q=±2 ≥1b μ&gt;e, and (f) the three ≥5ℓ regions: 0Z 0b μ&gt;e, 0Z 0b e≥μ, and 0Z ≥1b, defined without AD.

Distributions for one flavourful VLL<sub>e</sub> signal point for a VLL mass of 1 TeV and scalar of 550 GeV, a wino-like chargino and neutralino signal point of mass 1.3 TeV, and a smuon signal point of mass 350 GeV and neutralino mass of 250 GeV are overlaid for comparison. The lower panels show the ratio of data to the background estimate ('Bkg.'). The 'tt+X' background component includes the tt̄Z (4ℓ only) and tt̄H processes. The 'Other' contribution is dominated by the VH process. The size of the combined statistical and systematic uncertainty in the signal-plus-background prediction is indicated by the blue hatched band. The upward-pointing blue arrow indicates a point for which the data-to-background ('Data/Bkg.’) ratio exceeds the vertical range of the figure.
description: A model-agnostic search for Beyond the Standard Model physics is presented, targeting final states with at least four light leptons (electrons or muons). The search regions are separated by event topology and unsupervised machine learning is used to identify anomalous events in the full 140 fb$^{-1}$ of proton-proton collision data collected with the ATLAS detector during Run 2. No significant excess above the Standard Model background expectation is observed. Model-agnostic limits are presented in each topology, along with limits on several benchmark models including vector-like leptons, wino-like charginos and neutralinos, or smuons. Limits are set on the flavourful vector-like lepton model for the first time.
DOI: 10.17182/hepdata.167089.v1/t18
title: "Figure 9f" of "Search for Beyond the Standard Model physics with anomaly detection in multilepton final states in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector"

description: Comparison between data and the background estimate for the anomaly score distribution used in different benchmark regions, after a background-only fit to data ('post-fit'): (a) 4ℓ Q=0 0Z 0b 2SFOS e&gt;μ, (b) 4ℓ Q=0 0Z ≥1b 2SFOS e&gt;μ, (c) 4ℓ Q=0 1Z 0b 2SFOS μ&gt;e, (d) 4ℓ Q=±2 0b e&gt;μ, (e) 4ℓ Q=±2 ≥1b μ&gt;e, and (f) the three ≥5ℓ regions: 0Z 0b μ&gt;e, 0Z 0b e≥μ, and 0Z ≥1b, defined without AD.

Distributions for one flavourful VLL<sub>e</sub> signal point for a VLL mass of 1 TeV and scalar of 550 GeV, a wino-like chargino and neutralino signal point of mass 1.3 TeV, and a smuon signal point of mass 350 GeV and neutralino mass of 250 GeV are overlaid for comparison. The lower panels show the ratio of data to the background estimate ('Bkg.'). The 'tt+X' background component includes the tt̄Z (4ℓ only) and tt̄H processes. The 'Other' contribution is dominated by the VH process. The size of the combined statistical and systematic uncertainty in the signal-plus-background prediction is indicated by the blue hatched band. The upward-pointing blue arrow indicates a point for which the data-to-background ('Data/Bkg.’) ratio exceeds the vertical range of the figure.
description: A model-agnostic search for Beyond the Standard Model physics is presented, targeting final states with at least four light leptons (electrons or muons). The search regions are separated by event topology and unsupervised machine learning is used to identify anomalous events in the full 140 fb$^{-1}$ of proton-proton collision data collected with the ATLAS detector during Run 2. No significant excess above the Standard Model background expectation is observed. Model-agnostic limits are presented in each topology, along with limits on several benchmark models including vector-like leptons, wino-like charginos and neutralinos, or smuons. Limits are set on the flavourful vector-like lepton model for the first time.
DOI: 10.17182/hepdata.167089.v1/t19
title: "Figure 10a" of "Search for Beyond the Standard Model physics with anomaly detection in multilepton final states in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector"

description: Combined observed and expected limits at 95&percnt; CL on the cross-section (σ) as a function of the VLL mass for the (a) VLL<sub>e</sub><sup>D</sup>, (b) VLL<sub>μ</sub><sup>D</sup>, (c) VLL<sub>e</sub><sup>S</sup>, (d) VLL<sub>μ</sub><sup>S</sup> models, and on the plane of the S<sub>ji</sub> mass versus the VLL mass for the (e) flavourful VLL<sub>e</sub>, and (f) flavourful VLL<sub>μ</sub> models. The expected limits from the dedicated ATLAS search [JHEP05(2025)075], considering only the 4ℓ channel, are overlaid in dashed grey lines in (a-d). The inner and outer bands around the expected limit are the ±1 σ and ±2 σ variations including all uncertainties, respectively.
description: A model-agnostic search for Beyond the Standard Model physics is presented, targeting final states with at least four light leptons (electrons or muons). The search regions are separated by event topology and unsupervised machine learning is used to identify anomalous events in the full 140 fb$^{-1}$ of proton-proton collision data collected with the ATLAS detector during Run 2. No significant excess above the Standard Model background expectation is observed. Model-agnostic limits are presented in each topology, along with limits on several benchmark models including vector-like leptons, wino-like charginos and neutralinos, or smuons. Limits are set on the flavourful vector-like lepton model for the first time.
DOI: 10.17182/hepdata.167089.v1/t20
title: "Figure 10b" of "Search for Beyond the Standard Model physics with anomaly detection in multilepton final states in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector"

description: Combined observed and expected limits at 95&percnt; CL on the cross-section (σ) as a function of the VLL mass for the (a) VLL<sub>e</sub><sup>D</sup>, (b) VLL<sub>μ</sub><sup>D</sup>, (c) VLL<sub>e</sub><sup>S</sup>, (d) VLL<sub>μ</sub><sup>S</sup> models, and on the plane of the S<sub>ji</sub> mass versus the VLL mass for the (e) flavourful VLL<sub>e</sub>, and (f) flavourful VLL<sub>μ</sub> models. The expected limits from the dedicated ATLAS search [JHEP05(2025)075], considering only the 4ℓ channel, are overlaid in dashed grey lines in (a-d). The inner and outer bands around the expected limit are the ±1 σ and ±2 σ variations including all uncertainties, respectively.
description: A model-agnostic search for Beyond the Standard Model physics is presented, targeting final states with at least four light leptons (electrons or muons). The search regions are separated by event topology and unsupervised machine learning is used to identify anomalous events in the full 140 fb$^{-1}$ of proton-proton collision data collected with the ATLAS detector during Run 2. No significant excess above the Standard Model background expectation is observed. Model-agnostic limits are presented in each topology, along with limits on several benchmark models including vector-like leptons, wino-like charginos and neutralinos, or smuons. Limits are set on the flavourful vector-like lepton model for the first time.
DOI: 10.17182/hepdata.167089.v1/t21
title: "Figure 10c" of "Search for Beyond the Standard Model physics with anomaly detection in multilepton final states in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector"

description: Combined observed and expected limits at 95&percnt; CL on the cross-section (σ) as a function of the VLL mass for the (a) VLL<sub>e</sub><sup>D</sup>, (b) VLL<sub>μ</sub><sup>D</sup>, (c) VLL<sub>e</sub><sup>S</sup>, (d) VLL<sub>μ</sub><sup>S</sup> models, and on the plane of the S<sub>ji</sub> mass versus the VLL mass for the (e) flavourful VLL<sub>e</sub>, and (f) flavourful VLL<sub>μ</sub> models. The expected limits from the dedicated ATLAS search [JHEP05(2025)075], considering only the 4ℓ channel, are overlaid in dashed grey lines in (a-d). The inner and outer bands around the expected limit are the ±1 σ and ±2 σ variations including all uncertainties, respectively.
description: A model-agnostic search for Beyond the Standard Model physics is presented, targeting final states with at least four light leptons (electrons or muons). The search regions are separated by event topology and unsupervised machine learning is used to identify anomalous events in the full 140 fb$^{-1}$ of proton-proton collision data collected with the ATLAS detector during Run 2. No significant excess above the Standard Model background expectation is observed. Model-agnostic limits are presented in each topology, along with limits on several benchmark models including vector-like leptons, wino-like charginos and neutralinos, or smuons. Limits are set on the flavourful vector-like lepton model for the first time.
DOI: 10.17182/hepdata.167089.v1/t22
title: "Figure 10d" of "Search for Beyond the Standard Model physics with anomaly detection in multilepton final states in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector"

description: Combined observed and expected limits at 95&percnt; CL on the cross-section (σ) as a function of the VLL mass for the (a) VLL<sub>e</sub><sup>D</sup>, (b) VLL<sub>μ</sub><sup>D</sup>, (c) VLL<sub>e</sub><sup>S</sup>, (d) VLL<sub>μ</sub><sup>S</sup> models, and on the plane of the S<sub>ji</sub> mass versus the VLL mass for the (e) flavourful VLL<sub>e</sub>, and (f) flavourful VLL<sub>μ</sub> models. The expected limits from the dedicated ATLAS search [JHEP05(2025)075], considering only the 4ℓ channel, are overlaid in dashed grey lines in (a-d). The inner and outer bands around the expected limit are the ±1 σ and ±2 σ variations including all uncertainties, respectively.
description: A model-agnostic search for Beyond the Standard Model physics is presented, targeting final states with at least four light leptons (electrons or muons). The search regions are separated by event topology and unsupervised machine learning is used to identify anomalous events in the full 140 fb$^{-1}$ of proton-proton collision data collected with the ATLAS detector during Run 2. No significant excess above the Standard Model background expectation is observed. Model-agnostic limits are presented in each topology, along with limits on several benchmark models including vector-like leptons, wino-like charginos and neutralinos, or smuons. Limits are set on the flavourful vector-like lepton model for the first time.
DOI: 10.17182/hepdata.167089.v1/t23
title: "Figure 10e (2 sigma band)" of "Search for Beyond the Standard Model physics with anomaly detection in multilepton final states in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector"

description: Combined observed and expected limits at 95&percnt; CL on the cross-section (σ) as a function of the VLL mass for the (a) VLL<sub>e</sub><sup>D</sup>, (b) VLL<sub>μ</sub><sup>D</sup>, (c) VLL<sub>e</sub><sup>S</sup>, (d) VLL<sub>μ</sub><sup>S</sup> models, and on the plane of the S<sub>ji</sub> mass versus the VLL mass for the (e) flavourful VLL<sub>e</sub>, and (f) flavourful VLL<sub>μ</sub> models. The expected limits from the dedicated ATLAS search [JHEP05(2025)075], considering only the 4ℓ channel, are overlaid in dashed grey lines in (a-d). The inner and outer bands around the expected limit are the ±1 σ and ±2 σ variations including all uncertainties, respectively.
description: A model-agnostic search for Beyond the Standard Model physics is presented, targeting final states with at least four light leptons (electrons or muons). The search regions are separated by event topology and unsupervised machine learning is used to identify anomalous events in the full 140 fb$^{-1}$ of proton-proton collision data collected with the ATLAS detector during Run 2. No significant excess above the Standard Model background expectation is observed. Model-agnostic limits are presented in each topology, along with limits on several benchmark models including vector-like leptons, wino-like charginos and neutralinos, or smuons. Limits are set on the flavourful vector-like lepton model for the first time.
DOI: 10.17182/hepdata.167089.v1/t24
title: "Figure 10e (1 sigma band)" of "Search for Beyond the Standard Model physics with anomaly detection in multilepton final states in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector"

description: Combined observed and expected limits at 95&percnt; CL on the cross-section (σ) as a function of the VLL mass for the (a) VLL<sub>e</sub><sup>D</sup>, (b) VLL<sub>μ</sub><sup>D</sup>, (c) VLL<sub>e</sub><sup>S</sup>, (d) VLL<sub>μ</sub><sup>S</sup> models, and on the plane of the S<sub>ji</sub> mass versus the VLL mass for the (e) flavourful VLL<sub>e</sub>, and (f) flavourful VLL<sub>μ</sub> models. The expected limits from the dedicated ATLAS search [JHEP05(2025)075], considering only the 4ℓ channel, are overlaid in dashed grey lines in (a-d). The inner and outer bands around the expected limit are the ±1 σ and ±2 σ variations including all uncertainties, respectively.
description: A model-agnostic search for Beyond the Standard Model physics is presented, targeting final states with at least four light leptons (electrons or muons). The search regions are separated by event topology and unsupervised machine learning is used to identify anomalous events in the full 140 fb$^{-1}$ of proton-proton collision data collected with the ATLAS detector during Run 2. No significant excess above the Standard Model background expectation is observed. Model-agnostic limits are presented in each topology, along with limits on several benchmark models including vector-like leptons, wino-like charginos and neutralinos, or smuons. Limits are set on the flavourful vector-like lepton model for the first time.
DOI: 10.17182/hepdata.167089.v1/t25
title: "Figure 10e (Expected)" of "Search for Beyond the Standard Model physics with anomaly detection in multilepton final states in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector"

description: Combined observed and expected limits at 95&percnt; CL on the cross-section (σ) as a function of the VLL mass for the (a) VLL<sub>e</sub><sup>D</sup>, (b) VLL<sub>μ</sub><sup>D</sup>, (c) VLL<sub>e</sub><sup>S</sup>, (d) VLL<sub>μ</sub><sup>S</sup> models, and on the plane of the S<sub>ji</sub> mass versus the VLL mass for the (e) flavourful VLL<sub>e</sub>, and (f) flavourful VLL<sub>μ</sub> models. The expected limits from the dedicated ATLAS search [JHEP05(2025)075], considering only the 4ℓ channel, are overlaid in dashed grey lines in (a-d). The inner and outer bands around the expected limit are the ±1 σ and ±2 σ variations including all uncertainties, respectively.
description: A model-agnostic search for Beyond the Standard Model physics is presented, targeting final states with at least four light leptons (electrons or muons). The search regions are separated by event topology and unsupervised machine learning is used to identify anomalous events in the full 140 fb$^{-1}$ of proton-proton collision data collected with the ATLAS detector during Run 2. No significant excess above the Standard Model background expectation is observed. Model-agnostic limits are presented in each topology, along with limits on several benchmark models including vector-like leptons, wino-like charginos and neutralinos, or smuons. Limits are set on the flavourful vector-like lepton model for the first time.
DOI: 10.17182/hepdata.167089.v1/t26
title: "Figure 10e (Observed)" of "Search for Beyond the Standard Model physics with anomaly detection in multilepton final states in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector"

description: Combined observed and expected limits at 95&percnt; CL on the cross-section (σ) as a function of the VLL mass for the (a) VLL<sub>e</sub><sup>D</sup>, (b) VLL<sub>μ</sub><sup>D</sup>, (c) VLL<sub>e</sub><sup>S</sup>, (d) VLL<sub>μ</sub><sup>S</sup> models, and on the plane of the S<sub>ji</sub> mass versus the VLL mass for the (e) flavourful VLL<sub>e</sub>, and (f) flavourful VLL<sub>μ</sub> models. The expected limits from the dedicated ATLAS search [JHEP05(2025)075], considering only the 4ℓ channel, are overlaid in dashed grey lines in (a-d). The inner and outer bands around the expected limit are the ±1 σ and ±2 σ variations including all uncertainties, respectively.
description: A model-agnostic search for Beyond the Standard Model physics is presented, targeting final states with at least four light leptons (electrons or muons). The search regions are separated by event topology and unsupervised machine learning is used to identify anomalous events in the full 140 fb$^{-1}$ of proton-proton collision data collected with the ATLAS detector during Run 2. No significant excess above the Standard Model background expectation is observed. Model-agnostic limits are presented in each topology, along with limits on several benchmark models including vector-like leptons, wino-like charginos and neutralinos, or smuons. Limits are set on the flavourful vector-like lepton model for the first time.
DOI: 10.17182/hepdata.167089.v1/t27
title: "Figure 10f (2 sigma band)" of "Search for Beyond the Standard Model physics with anomaly detection in multilepton final states in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector"

description: Combined observed and expected limits at 95&percnt; CL on the cross-section (σ) as a function of the VLL mass for the (a) VLL<sub>e</sub><sup>D</sup>, (b) VLL<sub>μ</sub><sup>D</sup>, (c) VLL<sub>e</sub><sup>S</sup>, (d) VLL<sub>μ</sub><sup>S</sup> models, and on the plane of the S<sub>ji</sub> mass versus the VLL mass for the (e) flavourful VLL<sub>e</sub>, and (f) flavourful VLL<sub>μ</sub> models. The expected limits from the dedicated ATLAS search [JHEP05(2025)075], considering only the 4ℓ channel, are overlaid in dashed grey lines in (a-d). The inner and outer bands around the expected limit are the ±1 σ and ±2 σ variations including all uncertainties, respectively.
description: A model-agnostic search for Beyond the Standard Model physics is presented, targeting final states with at least four light leptons (electrons or muons). The search regions are separated by event topology and unsupervised machine learning is used to identify anomalous events in the full 140 fb$^{-1}$ of proton-proton collision data collected with the ATLAS detector during Run 2. No significant excess above the Standard Model background expectation is observed. Model-agnostic limits are presented in each topology, along with limits on several benchmark models including vector-like leptons, wino-like charginos and neutralinos, or smuons. Limits are set on the flavourful vector-like lepton model for the first time.