cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17182/hepdata.111308.v1/t617
title: "Extra Figure u4t[c120] (corr)" of "Study of quark and gluon jet substructure in Z+jet and dijet events from pp collisions"

description: Correlation matrix of the particle-level distributions of ungroomed AK4 thrust in 120 &lt; PT &lt; 150 GeV in the central dijet region.
description: Measurements of jet substructure describing the composition of quark- and gluon-initiated jets are presented. Proton-proton (pp) collision data at sqrt(s)=13 TeV collected with the CMS detector are used, corresponding to an integrated luminosity of 35.9/fb. Generalized angularities are measured that characterize the jet substructure and distinguish quark- and gluon-initiated jets. These observables are sensitive to the distributions of transverse momenta and angular distances within a jet. The analysis is performed using a data sample of dijet events enriched in gluon-initiated jets, and, for the first time, a Z+jet event sample enriched in quark-initiated jets. The observables are measured in bins of jet transverse momentum, and as a function of the jet radius parameter. Each measurement is repeated applying a "soft drop" grooming procedure that removes soft and large angle radiation from the jet.For easier navigation, figures are named with a code with each letter/number representing in the following order: ungroomed/groomed, AK4/AK8, charged, multiplicity/pTD2/thrust/width/LHA, [central dijet/forward dijet/Z+jet, PT].
DOI: 10.17182/hepdata.111308.v1/t618
title: "Extra Figure u4t[c150] (corr)" of "Study of quark and gluon jet substructure in Z+jet and dijet events from pp collisions"

description: Correlation matrix of the particle-level distributions of ungroomed AK4 thrust in 150 &lt; PT &lt; 186 GeV in the central dijet region.
description: Measurements of jet substructure describing the composition of quark- and gluon-initiated jets are presented. Proton-proton (pp) collision data at sqrt(s)=13 TeV collected with the CMS detector are used, corresponding to an integrated luminosity of 35.9/fb. Generalized angularities are measured that characterize the jet substructure and distinguish quark- and gluon-initiated jets. These observables are sensitive to the distributions of transverse momenta and angular distances within a jet. The analysis is performed using a data sample of dijet events enriched in gluon-initiated jets, and, for the first time, a Z+jet event sample enriched in quark-initiated jets. The observables are measured in bins of jet transverse momentum, and as a function of the jet radius parameter. Each measurement is repeated applying a "soft drop" grooming procedure that removes soft and large angle radiation from the jet.For easier navigation, figures are named with a code with each letter/number representing in the following order: ungroomed/groomed, AK4/AK8, charged, multiplicity/pTD2/thrust/width/LHA, [central dijet/forward dijet/Z+jet, PT].
DOI: 10.17182/hepdata.111308.v1/t619
title: "Extra Figure u4t[c186] (corr)" of "Study of quark and gluon jet substructure in Z+jet and dijet events from pp collisions"

description: Correlation matrix of the particle-level distributions of ungroomed AK4 thrust in 186 &lt; PT &lt; 254 GeV in the central dijet region.
description: Measurements of jet substructure describing the composition of quark- and gluon-initiated jets are presented. Proton-proton (pp) collision data at sqrt(s)=13 TeV collected with the CMS detector are used, corresponding to an integrated luminosity of 35.9/fb. Generalized angularities are measured that characterize the jet substructure and distinguish quark- and gluon-initiated jets. These observables are sensitive to the distributions of transverse momenta and angular distances within a jet. The analysis is performed using a data sample of dijet events enriched in gluon-initiated jets, and, for the first time, a Z+jet event sample enriched in quark-initiated jets. The observables are measured in bins of jet transverse momentum, and as a function of the jet radius parameter. Each measurement is repeated applying a "soft drop" grooming procedure that removes soft and large angle radiation from the jet.For easier navigation, figures are named with a code with each letter/number representing in the following order: ungroomed/groomed, AK4/AK8, charged, multiplicity/pTD2/thrust/width/LHA, [central dijet/forward dijet/Z+jet, PT].
DOI: 10.17182/hepdata.111308.v1/t620
title: "Extra Figure u4t[c254] (corr)" of "Study of quark and gluon jet substructure in Z+jet and dijet events from pp collisions"

description: Correlation matrix of the particle-level distributions of ungroomed AK4 thrust in 254 &lt; PT &lt; 326 GeV in the central dijet region.
description: Measurements of jet substructure describing the composition of quark- and gluon-initiated jets are presented. Proton-proton (pp) collision data at sqrt(s)=13 TeV collected with the CMS detector are used, corresponding to an integrated luminosity of 35.9/fb. Generalized angularities are measured that characterize the jet substructure and distinguish quark- and gluon-initiated jets. These observables are sensitive to the distributions of transverse momenta and angular distances within a jet. The analysis is performed using a data sample of dijet events enriched in gluon-initiated jets, and, for the first time, a Z+jet event sample enriched in quark-initiated jets. The observables are measured in bins of jet transverse momentum, and as a function of the jet radius parameter. Each measurement is repeated applying a "soft drop" grooming procedure that removes soft and large angle radiation from the jet.For easier navigation, figures are named with a code with each letter/number representing in the following order: ungroomed/groomed, AK4/AK8, charged, multiplicity/pTD2/thrust/width/LHA, [central dijet/forward dijet/Z+jet, PT].
DOI: 10.17603/ds2-4fq8-ft26
title: DesignSafe Summer Academy Data Report 2021

description: This report summarizes the 2021 evaluation of the DesignSafe Summer Academy (DSA) and Hackathon, conducted by TACC’s STEM Evaluation Services team. The evaluation data was collected through Summer Academy surveys and DesignSafe usage data. Survey results showed high satisfaction with the academy and hackathon, with most respondents indicating they learned from the events, planned to apply their knowledge, and would recommend the experiences to others. 

Participants reported significant gains in DesignSafe proficiency, especially in tutorials on Python + Jupyter, Physics-Informed ML with SciANN, and cloud-based data work. Case studies and hands-on instruction were found useful, and respondents appreciated learning about ML/AI and DesignSafe applications. Participants emphasized the value of instruction, assignments, and learning about DesignSafe tools. Respondents also provided recommendations to strengthen the academy and hackathon, including increasing the academy length, easing into technical content, and increasing hands-on learning. In addition, hackathon participants noted the academy prepared them well for the hackathon and that the hackathon enhanced their understanding of DesignSafe tools, ML/AI, and collaborative research. Usage data showed that academy and hackathon participants were more active on DesignSafe than the general user base, indicating strong engagement and application of skills learned.
DOI: 10.25549/vercoutere-ouc110610103
title: Human body parts plus word salad

description: Six nude human body sections: orange bent knee of reclining body; orange foot and ankle; purplish brown female chest with black hair; orange foot; orange male from head to knees with brown hair; orange bent knees of a sitting body; word salad in lower right corner on an unpainted background. See description of 347 for OT notes.
DOI: 10.17182/hepdata.111308.v1/t612
title: "Extra Figure u4t[c800]" of "Study of quark and gluon jet substructure in Z+jet and dijet events from pp collisions"

description: Particle-level distributions of ungroomed AK4 thrust in 800 &lt; PT &lt; 1000 GeV in the central dijet region.
description: Measurements of jet substructure describing the composition of quark- and gluon-initiated jets are presented. Proton-proton (pp) collision data at sqrt(s)=13 TeV collected with the CMS detector are used, corresponding to an integrated luminosity of 35.9/fb. Generalized angularities are measured that characterize the jet substructure and distinguish quark- and gluon-initiated jets. These observables are sensitive to the distributions of transverse momenta and angular distances within a jet. The analysis is performed using a data sample of dijet events enriched in gluon-initiated jets, and, for the first time, a Z+jet event sample enriched in quark-initiated jets. The observables are measured in bins of jet transverse momentum, and as a function of the jet radius parameter. Each measurement is repeated applying a "soft drop" grooming procedure that removes soft and large angle radiation from the jet.For easier navigation, figures are named with a code with each letter/number representing in the following order: ungroomed/groomed, AK4/AK8, charged, multiplicity/pTD2/thrust/width/LHA, [central dijet/forward dijet/Z+jet, PT].
DOI: 10.17182/hepdata.111308.v1/t616
title: "Extra Figure u4t[c88] (corr)" of "Study of quark and gluon jet substructure in Z+jet and dijet events from pp collisions"

description: Correlation matrix of the particle-level distributions of ungroomed AK4 thrust in 88 &lt; PT &lt; 120 GeV in the central dijet region.
description: Measurements of jet substructure describing the composition of quark- and gluon-initiated jets are presented. Proton-proton (pp) collision data at sqrt(s)=13 TeV collected with the CMS detector are used, corresponding to an integrated luminosity of 35.9/fb. Generalized angularities are measured that characterize the jet substructure and distinguish quark- and gluon-initiated jets. These observables are sensitive to the distributions of transverse momenta and angular distances within a jet. The analysis is performed using a data sample of dijet events enriched in gluon-initiated jets, and, for the first time, a Z+jet event sample enriched in quark-initiated jets. The observables are measured in bins of jet transverse momentum, and as a function of the jet radius parameter. Each measurement is repeated applying a "soft drop" grooming procedure that removes soft and large angle radiation from the jet.For easier navigation, figures are named with a code with each letter/number representing in the following order: ungroomed/groomed, AK4/AK8, charged, multiplicity/pTD2/thrust/width/LHA, [central dijet/forward dijet/Z+jet, PT].
DOI: 10.17182/hepdata.111308.v1/t621
title: "Extra Figure u4t[c326] (corr)" of "Study of quark and gluon jet substructure in Z+jet and dijet events from pp collisions"

description: Correlation matrix of the particle-level distributions of ungroomed AK4 thrust in 326 &lt; PT &lt; 408 GeV in the central dijet region.
description: Measurements of jet substructure describing the composition of quark- and gluon-initiated jets are presented. Proton-proton (pp) collision data at sqrt(s)=13 TeV collected with the CMS detector are used, corresponding to an integrated luminosity of 35.9/fb. Generalized angularities are measured that characterize the jet substructure and distinguish quark- and gluon-initiated jets. These observables are sensitive to the distributions of transverse momenta and angular distances within a jet. The analysis is performed using a data sample of dijet events enriched in gluon-initiated jets, and, for the first time, a Z+jet event sample enriched in quark-initiated jets. The observables are measured in bins of jet transverse momentum, and as a function of the jet radius parameter. Each measurement is repeated applying a "soft drop" grooming procedure that removes soft and large angle radiation from the jet.For easier navigation, figures are named with a code with each letter/number representing in the following order: ungroomed/groomed, AK4/AK8, charged, multiplicity/pTD2/thrust/width/LHA, [central dijet/forward dijet/Z+jet, PT].
DOI: 10.17182/hepdata.111308.v1/t622
title: "Extra Figure u4t[c408] (corr)" of "Study of quark and gluon jet substructure in Z+jet and dijet events from pp collisions"

description: Correlation matrix of the particle-level distributions of ungroomed AK4 thrust in 408 &lt; PT &lt; 481 GeV in the central dijet region.
description: Measurements of jet substructure describing the composition of quark- and gluon-initiated jets are presented. Proton-proton (pp) collision data at sqrt(s)=13 TeV collected with the CMS detector are used, corresponding to an integrated luminosity of 35.9/fb. Generalized angularities are measured that characterize the jet substructure and distinguish quark- and gluon-initiated jets. These observables are sensitive to the distributions of transverse momenta and angular distances within a jet. The analysis is performed using a data sample of dijet events enriched in gluon-initiated jets, and, for the first time, a Z+jet event sample enriched in quark-initiated jets. The observables are measured in bins of jet transverse momentum, and as a function of the jet radius parameter. Each measurement is repeated applying a "soft drop" grooming procedure that removes soft and large angle radiation from the jet.For easier navigation, figures are named with a code with each letter/number representing in the following order: ungroomed/groomed, AK4/AK8, charged, multiplicity/pTD2/thrust/width/LHA, [central dijet/forward dijet/Z+jet, PT].
DOI: 10.17182/hepdata.111308.v1/t623
title: "Extra Figure u4t[c481] (corr)" of "Study of quark and gluon jet substructure in Z+jet and dijet events from pp collisions"

description: Correlation matrix of the particle-level distributions of ungroomed AK4 thrust in 481 &lt; PT &lt; 614 GeV in the central dijet region.
description: Measurements of jet substructure describing the composition of quark- and gluon-initiated jets are presented. Proton-proton (pp) collision data at sqrt(s)=13 TeV collected with the CMS detector are used, corresponding to an integrated luminosity of 35.9/fb. Generalized angularities are measured that characterize the jet substructure and distinguish quark- and gluon-initiated jets. These observables are sensitive to the distributions of transverse momenta and angular distances within a jet. The analysis is performed using a data sample of dijet events enriched in gluon-initiated jets, and, for the first time, a Z+jet event sample enriched in quark-initiated jets. The observables are measured in bins of jet transverse momentum, and as a function of the jet radius parameter. Each measurement is repeated applying a "soft drop" grooming procedure that removes soft and large angle radiation from the jet.For easier navigation, figures are named with a code with each letter/number representing in the following order: ungroomed/groomed, AK4/AK8, charged, multiplicity/pTD2/thrust/width/LHA, [central dijet/forward dijet/Z+jet, PT].
DOI: 10.17182/hepdata.111308.v1/t625
title: "Extra Figure u4t[c800] (corr)" of "Study of quark and gluon jet substructure in Z+jet and dijet events from pp collisions"

description: Correlation matrix of the particle-level distributions of ungroomed AK4 thrust in 800 &lt; PT &lt; 1000 GeV in the central dijet region.
description: Measurements of jet substructure describing the composition of quark- and gluon-initiated jets are presented. Proton-proton (pp) collision data at sqrt(s)=13 TeV collected with the CMS detector are used, corresponding to an integrated luminosity of 35.9/fb. Generalized angularities are measured that characterize the jet substructure and distinguish quark- and gluon-initiated jets. These observables are sensitive to the distributions of transverse momenta and angular distances within a jet. The analysis is performed using a data sample of dijet events enriched in gluon-initiated jets, and, for the first time, a Z+jet event sample enriched in quark-initiated jets. The observables are measured in bins of jet transverse momentum, and as a function of the jet radius parameter. Each measurement is repeated applying a "soft drop" grooming procedure that removes soft and large angle radiation from the jet.For easier navigation, figures are named with a code with each letter/number representing in the following order: ungroomed/groomed, AK4/AK8, charged, multiplicity/pTD2/thrust/width/LHA, [central dijet/forward dijet/Z+jet, PT].
DOI: 10.17182/hepdata.111308.v1/t624
title: "Extra Figure u4t[c614] (corr)" of "Study of quark and gluon jet substructure in Z+jet and dijet events from pp collisions"

description: Correlation matrix of the particle-level distributions of ungroomed AK4 thrust in 614 &lt; PT &lt; 800 GeV in the central dijet region.
description: Measurements of jet substructure describing the composition of quark- and gluon-initiated jets are presented. Proton-proton (pp) collision data at sqrt(s)=13 TeV collected with the CMS detector are used, corresponding to an integrated luminosity of 35.9/fb. Generalized angularities are measured that characterize the jet substructure and distinguish quark- and gluon-initiated jets. These observables are sensitive to the distributions of transverse momenta and angular distances within a jet. The analysis is performed using a data sample of dijet events enriched in gluon-initiated jets, and, for the first time, a Z+jet event sample enriched in quark-initiated jets. The observables are measured in bins of jet transverse momentum, and as a function of the jet radius parameter. Each measurement is repeated applying a "soft drop" grooming procedure that removes soft and large angle radiation from the jet.For easier navigation, figures are named with a code with each letter/number representing in the following order: ungroomed/groomed, AK4/AK8, charged, multiplicity/pTD2/thrust/width/LHA, [central dijet/forward dijet/Z+jet, PT].
DOI: 10.17182/hepdata.111308.v1/t626
title: "Extra Figure u4t[c1000] (corr)" of "Study of quark and gluon jet substructure in Z+jet and dijet events from pp collisions"

description: Correlation matrix of the particle-level distributions of ungroomed AK4 thrust in 1000 &lt; PT &lt; 4000 GeV in the central dijet region.
description: Measurements of jet substructure describing the composition of quark- and gluon-initiated jets are presented. Proton-proton (pp) collision data at sqrt(s)=13 TeV collected with the CMS detector are used, corresponding to an integrated luminosity of 35.9/fb. Generalized angularities are measured that characterize the jet substructure and distinguish quark- and gluon-initiated jets. These observables are sensitive to the distributions of transverse momenta and angular distances within a jet. The analysis is performed using a data sample of dijet events enriched in gluon-initiated jets, and, for the first time, a Z+jet event sample enriched in quark-initiated jets. The observables are measured in bins of jet transverse momentum, and as a function of the jet radius parameter. Each measurement is repeated applying a "soft drop" grooming procedure that removes soft and large angle radiation from the jet.For easier navigation, figures are named with a code with each letter/number representing in the following order: ungroomed/groomed, AK4/AK8, charged, multiplicity/pTD2/thrust/width/LHA, [central dijet/forward dijet/Z+jet, PT].
DOI: 10.17182/hepdata.111308.v1/t627
title: "Extra Figure u4t[f50]" of "Study of quark and gluon jet substructure in Z+jet and dijet events from pp collisions"

description: Particle-level distributions of ungroomed AK4 thrust in 50 &lt; PT &lt; 65 GeV in the forward dijet region.
description: Measurements of jet substructure describing the composition of quark- and gluon-initiated jets are presented. Proton-proton (pp) collision data at sqrt(s)=13 TeV collected with the CMS detector are used, corresponding to an integrated luminosity of 35.9/fb. Generalized angularities are measured that characterize the jet substructure and distinguish quark- and gluon-initiated jets. These observables are sensitive to the distributions of transverse momenta and angular distances within a jet. The analysis is performed using a data sample of dijet events enriched in gluon-initiated jets, and, for the first time, a Z+jet event sample enriched in quark-initiated jets. The observables are measured in bins of jet transverse momentum, and as a function of the jet radius parameter. Each measurement is repeated applying a "soft drop" grooming procedure that removes soft and large angle radiation from the jet.For easier navigation, figures are named with a code with each letter/number representing in the following order: ungroomed/groomed, AK4/AK8, charged, multiplicity/pTD2/thrust/width/LHA, [central dijet/forward dijet/Z+jet, PT].
DOI: 10.17182/hepdata.111308.v1/t628
title: "Extra Figure u4t[f65]" of "Study of quark and gluon jet substructure in Z+jet and dijet events from pp collisions"

description: Particle-level distributions of ungroomed AK4 thrust in 65 &lt; PT &lt; 88 GeV in the forward dijet region.
description: Measurements of jet substructure describing the composition of quark- and gluon-initiated jets are presented. Proton-proton (pp) collision data at sqrt(s)=13 TeV collected with the CMS detector are used, corresponding to an integrated luminosity of 35.9/fb. Generalized angularities are measured that characterize the jet substructure and distinguish quark- and gluon-initiated jets. These observables are sensitive to the distributions of transverse momenta and angular distances within a jet. The analysis is performed using a data sample of dijet events enriched in gluon-initiated jets, and, for the first time, a Z+jet event sample enriched in quark-initiated jets. The observables are measured in bins of jet transverse momentum, and as a function of the jet radius parameter. Each measurement is repeated applying a "soft drop" grooming procedure that removes soft and large angle radiation from the jet.For easier navigation, figures are named with a code with each letter/number representing in the following order: ungroomed/groomed, AK4/AK8, charged, multiplicity/pTD2/thrust/width/LHA, [central dijet/forward dijet/Z+jet, PT].
DOI: 10.17182/hepdata.111308.v1/t629
title: "Extra Figure u4t[f88]" of "Study of quark and gluon jet substructure in Z+jet and dijet events from pp collisions"

description: Particle-level distributions of ungroomed AK4 thrust in 88 &lt; PT &lt; 120 GeV in the forward dijet region.
description: Measurements of jet substructure describing the composition of quark- and gluon-initiated jets are presented. Proton-proton (pp) collision data at sqrt(s)=13 TeV collected with the CMS detector are used, corresponding to an integrated luminosity of 35.9/fb. Generalized angularities are measured that characterize the jet substructure and distinguish quark- and gluon-initiated jets. These observables are sensitive to the distributions of transverse momenta and angular distances within a jet. The analysis is performed using a data sample of dijet events enriched in gluon-initiated jets, and, for the first time, a Z+jet event sample enriched in quark-initiated jets. The observables are measured in bins of jet transverse momentum, and as a function of the jet radius parameter. Each measurement is repeated applying a "soft drop" grooming procedure that removes soft and large angle radiation from the jet.For easier navigation, figures are named with a code with each letter/number representing in the following order: ungroomed/groomed, AK4/AK8, charged, multiplicity/pTD2/thrust/width/LHA, [central dijet/forward dijet/Z+jet, PT].