cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17182/hepdata.110691.v1/t257
title: "Muon efficiency from SM bosons in endcap and High DRmin" of "Inclusive nonresonant multilepton probes of new phenomena at $\sqrt{s}$ = 13 TeV"

description: Reconstruction efficiency and associated uncertainty maps for muons in the $\mathrm{|\eta|&gt;1.2}$ region, arising from the decay of SM gauge bosons (W/Z/h) for dRmin&gt;0.4. The lepton efficiency is estimated in a simulated event sample for the ZZ process. For a given input generator-level $\mathrm{p_{T}}$, the efficiency map provides the probability distribution of the reconstructed $\mathrm{p_{T}}$, accounting for reconstruction and identification efficiency, and the $\mathrm{p_{T}}$ resolution. The x-axis and the y-axis represent bins in the reconstructed and generated lepton $\mathrm{p_{T}}$, respectively.
description: An inclusive search for nonresonant signatures of beyond the standard model (SM) phenomena in events with three or more charged leptons, including hadronically decaying $\tau$ leptons, is presented. The analysis is based on a data sample corresponding to an integrated luminosity of 138 $\mathrm{fb}^{-1}$ of proton-proton collisions at $\sqrt{s}=$ 13 TeV, collected by the CMS experiment at the LHC in 2016--2018. Events are categorized based on the lepton and b-tagged jet multiplicities and various kinematic variables. Three scenarios of physics beyond the SM are probed, and signal-specific boosted decision trees are used for enhancing sensitivity. No significant deviations from the background expectations are observed. Lower limits are set at 95% confidence level on the mass of type-III seesaw heavy fermions in the range 845--1065 GeV for various decay branching fraction combinations to SM leptons. Doublet and singlet vector-like $\tau$ lepton extensions of the SM are excluded for masses below 1045 GeV and in the mass range 125--150 GeV, respectively. Scalar leptoquarks decaying exclusively to a top quark and a lepton are excluded below 1.12--1.42 TeV, depending on the lepton flavor. For the type-III seesaw as well as the vector-like doublet model, these constraints are the most stringent to date. For the vector-like singlet model, these are the first constraints from the LHC experiments. Detailed results are also presented to facilitate alternative theoretical interpretations.
DOI: 10.17182/hepdata.110691.v1/t258
title: "Muon efficiency from SM bosons in endcap and Low Nj" of "Inclusive nonresonant multilepton probes of new phenomena at $\sqrt{s}$ = 13 TeV"

description: Reconstruction efficiency and associated uncertainty maps for muons in the $\mathrm{|\eta|&gt;1.2}$ region, arising from the decay of SM gauge bosons (W/Z/h) for $\mathrm{N_{j}&lt;2}$. The lepton efficiency is estimated in a simulated event sample for the ZZ process. For a given input generator-level $\mathrm{p_{T}}$, the efficiency map provides the probability distribution of the reconstructed $\mathrm{p_{T}}$, accounting for reconstruction and identification efficiency, and the $\mathrm{p_{T}}$ resolution. The x-axis and the y-axis represent bins in the reconstructed and generated lepton $\mathrm{p_{T}}$, respectively.
description: An inclusive search for nonresonant signatures of beyond the standard model (SM) phenomena in events with three or more charged leptons, including hadronically decaying $\tau$ leptons, is presented. The analysis is based on a data sample corresponding to an integrated luminosity of 138 $\mathrm{fb}^{-1}$ of proton-proton collisions at $\sqrt{s}=$ 13 TeV, collected by the CMS experiment at the LHC in 2016--2018. Events are categorized based on the lepton and b-tagged jet multiplicities and various kinematic variables. Three scenarios of physics beyond the SM are probed, and signal-specific boosted decision trees are used for enhancing sensitivity. No significant deviations from the background expectations are observed. Lower limits are set at 95% confidence level on the mass of type-III seesaw heavy fermions in the range 845--1065 GeV for various decay branching fraction combinations to SM leptons. Doublet and singlet vector-like $\tau$ lepton extensions of the SM are excluded for masses below 1045 GeV and in the mass range 125--150 GeV, respectively. Scalar leptoquarks decaying exclusively to a top quark and a lepton are excluded below 1.12--1.42 TeV, depending on the lepton flavor. For the type-III seesaw as well as the vector-like doublet model, these constraints are the most stringent to date. For the vector-like singlet model, these are the first constraints from the LHC experiments. Detailed results are also presented to facilitate alternative theoretical interpretations.
DOI: 10.17182/hepdata.110691.v1/t259
title: "Muon efficiency from SM bosons in endcap and High Nj" of "Inclusive nonresonant multilepton probes of new phenomena at $\sqrt{s}$ = 13 TeV"

description: Reconstruction efficiency and associated uncertainty maps for muons in the $\mathrm{|\eta|&gt;1.2}$ region, arising from the decay of SM gauge bosons (W/Z/h) for $\mathrm{N_{j}&gt;1}$. The lepton efficiency is estimated in a simulated event sample for the ZZ process. For a given input generator-level $\mathrm{p_{T}}$, the efficiency map provides the probability distribution of the reconstructed $\mathrm{p_{T}}$, accounting for reconstruction and identification efficiency, and the $\mathrm{p_{T}}$ resolution. The x-axis and the y-axis represent bins in the reconstructed and generated lepton $\mathrm{p_{T}}$, respectively.
description: An inclusive search for nonresonant signatures of beyond the standard model (SM) phenomena in events with three or more charged leptons, including hadronically decaying $\tau$ leptons, is presented. The analysis is based on a data sample corresponding to an integrated luminosity of 138 $\mathrm{fb}^{-1}$ of proton-proton collisions at $\sqrt{s}=$ 13 TeV, collected by the CMS experiment at the LHC in 2016--2018. Events are categorized based on the lepton and b-tagged jet multiplicities and various kinematic variables. Three scenarios of physics beyond the SM are probed, and signal-specific boosted decision trees are used for enhancing sensitivity. No significant deviations from the background expectations are observed. Lower limits are set at 95% confidence level on the mass of type-III seesaw heavy fermions in the range 845--1065 GeV for various decay branching fraction combinations to SM leptons. Doublet and singlet vector-like $\tau$ lepton extensions of the SM are excluded for masses below 1045 GeV and in the mass range 125--150 GeV, respectively. Scalar leptoquarks decaying exclusively to a top quark and a lepton are excluded below 1.12--1.42 TeV, depending on the lepton flavor. For the type-III seesaw as well as the vector-like doublet model, these constraints are the most stringent to date. For the vector-like singlet model, these are the first constraints from the LHC experiments. Detailed results are also presented to facilitate alternative theoretical interpretations.
DOI: 10.17182/hepdata.110691.v1/t260
title: "Muon efficiency from taus in barrel and Low DRmin" of "Inclusive nonresonant multilepton probes of new phenomena at $\sqrt{s}$ = 13 TeV"

description: Reconstruction efficiency and associated uncertainty maps for muons in the $\mathrm{|\eta|&lt;1.2}$ region, arising from the decay of $\tau$ leptons for 0.2
description: An inclusive search for nonresonant signatures of beyond the standard model (SM) phenomena in events with three or more charged leptons, including hadronically decaying $\tau$ leptons, is presented. The analysis is based on a data sample corresponding to an integrated luminosity of 138 $\mathrm{fb}^{-1}$ of proton-proton collisions at $\sqrt{s}=$ 13 TeV, collected by the CMS experiment at the LHC in 2016--2018. Events are categorized based on the lepton and b-tagged jet multiplicities and various kinematic variables. Three scenarios of physics beyond the SM are probed, and signal-specific boosted decision trees are used for enhancing sensitivity. No significant deviations from the background expectations are observed. Lower limits are set at 95% confidence level on the mass of type-III seesaw heavy fermions in the range 845--1065 GeV for various decay branching fraction combinations to SM leptons. Doublet and singlet vector-like $\tau$ lepton extensions of the SM are excluded for masses below 1045 GeV and in the mass range 125--150 GeV, respectively. Scalar leptoquarks decaying exclusively to a top quark and a lepton are excluded below 1.12--1.42 TeV, depending on the lepton flavor. For the type-III seesaw as well as the vector-like doublet model, these constraints are the most stringent to date. For the vector-like singlet model, these are the first constraints from the LHC experiments. Detailed results are also presented to facilitate alternative theoretical interpretations.
DOI: 10.17182/hepdata.110691.v1/t261
title: "Muon efficiency from taus in barrel and High DRmin" of "Inclusive nonresonant multilepton probes of new phenomena at $\sqrt{s}$ = 13 TeV"

description: Reconstruction efficiency and associated uncertainty maps for muons in the $\mathrm{|\eta|&lt;1.2}$ region, arising from the decay of $\tau$ leptons for dRmin&gt;0.4. The lepton efficiency is estimated in a simulated event sample for the ZZ process. For a given input generator-level $\mathrm{p_{T}}$, the efficiency map provides the probability distribution of the reconstructed $\mathrm{p_{T}}$, accounting for reconstruction and identification efficiency, and the $\mathrm{p_{T}}$ resolution. The x-axis and the y-axis represent bins in the reconstructed and generated lepton $\mathrm{p_{T}}$, respectively.
description: An inclusive search for nonresonant signatures of beyond the standard model (SM) phenomena in events with three or more charged leptons, including hadronically decaying $\tau$ leptons, is presented. The analysis is based on a data sample corresponding to an integrated luminosity of 138 $\mathrm{fb}^{-1}$ of proton-proton collisions at $\sqrt{s}=$ 13 TeV, collected by the CMS experiment at the LHC in 2016--2018. Events are categorized based on the lepton and b-tagged jet multiplicities and various kinematic variables. Three scenarios of physics beyond the SM are probed, and signal-specific boosted decision trees are used for enhancing sensitivity. No significant deviations from the background expectations are observed. Lower limits are set at 95% confidence level on the mass of type-III seesaw heavy fermions in the range 845--1065 GeV for various decay branching fraction combinations to SM leptons. Doublet and singlet vector-like $\tau$ lepton extensions of the SM are excluded for masses below 1045 GeV and in the mass range 125--150 GeV, respectively. Scalar leptoquarks decaying exclusively to a top quark and a lepton are excluded below 1.12--1.42 TeV, depending on the lepton flavor. For the type-III seesaw as well as the vector-like doublet model, these constraints are the most stringent to date. For the vector-like singlet model, these are the first constraints from the LHC experiments. Detailed results are also presented to facilitate alternative theoretical interpretations.
DOI: 10.15468/dl.6mz2ax
title: Occurrence Download

description: A dataset containing 939 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Bauhinia racemosa Lam."
 ]
}

 The dataset includes 939 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007652-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.2908/enps_lfsa_egaps
title: Employment by professional status - ENP-South countries
title: Beschäftigung nach beruflichem Status - südliche ENP-Länder
title: Emploi par statut professionnel - PEV-Pays du Sud
DOI: 10.2908/enps_lfsa_ergan
title: Taux d’emploi (15-64 ans) par sexe - PEV-Pays du Sud
title: Beschäftigungsquote (15- bis 64-Jährige) nach Geschlecht - südliche ENP-Länder
title: Employment rates (aged 15-64) by sex - ENP-South countries
DOI: 10.2908/enps_lfsa_pganws
title: Gesamtbeschäftigung nach Altersgruppe - südliche ENP-Länder
title: Total employment by age group - ENP-South countries
title: Emploi total par groupe d’âge - PEV-Pays du Sud
DOI: 10.2908/htec_si_exp4
title: High-tech exports - Exports of high technology products as a share of total exports (from 2007, SITC Rev. 4)
title: Exportations en haute technologie - Exportations des produits de haute technologie comme pourcentage des exportations totales (depuis 2007, SITC Rev. 4)
title: Hochtechnologieexporte - Exporte von Hochtechnologieprodukten als Anteil der Gesamtexporte (von 2007, SITC Rev. 4)

description: Share of exports (in %) of all high technology products (defined according to SITC Rev.4 as the sum of products relating to Aerospace, Computers-office machines, Electronics-telecommunications, Pharmacy, Scientific instruments, Electrical machinery, Chemistry, Non-electrical machinery, Armament) in total exports. The EU aggregate does not include intra-EU trade.
description: Part des exportations (en %) de tous les produits de haute technologie (définis selon la CTCI Rév.4 comme la somme des produits relatifs à l'aérospatiale, les ordinateurs et machines de bureau, les équipements électroniques et télécommunication, la pharmacie, les instruments scientifiques, les machines électriques, la chimie, les machines non-électriques, l'armement) dans le total des exportations. L'agrégat UE n'inclut pas les échanges intra-UE.
description: Exportanteil (in %) aller Spitzentechnologieprodukte (definiert gemäß SITC Rev. 4 als Summe der Produkte aus den Bereichen Luftfahrt, Computer und Büromaschinen, Elektronik und Telekommunikationsgeräte, Geräte für Pharmazie oder Chemie, wissenschaftliche Instrumente, elektrische und nichtelektrische Maschinen und Rüstung) an den Gesamtexporten. Das EU-Aggregat berücksichtigt nicht den Intra-EU-Handel.
DOI: 10.2908/tin00140
title: High-tech exports
title: Exportations en haute technologie
title: Hochtechnologieexporte

description: Share of exports (in %) of all high technology products (defined according to SITC Rev.4 as the sum of products relating to Aerospace, Computers-office machines, Electronics-telecommunications, Pharmacy, Scientific instruments, Electrical machinery, Chemistry, Non-electrical machinery, Armament) in total exports. The EU aggregate does not include intra-EU trade.
description: Exportanteil (in %) aller Spitzentechnologieprodukte (definiert gemäß SITC Rev. 4 als Summe der Produkte aus den Bereichen Luftfahrt, Computer und Büromaschinen, Elektronik und Telekommunikationsgeräte, Geräte für Pharmazie oder Chemie, wissenschaftliche Instrumente, elektrische und nichtelektrische Maschinen und Rüstung) an den Gesamtexporten. Das EU-Aggregat berücksichtigt nicht den Intra-EU-Handel.
description: Part des exportations (en %) de tous les produits de haute technologie (définis selon la CTCI Rév.4 comme la somme des produits relatifs à l'aérospatiale, les ordinateurs et machines de bureau, les équipements électroniques et télécommunication, la pharmacie, les instruments scientifiques, les machines électriques, la chimie, les machines non-électriques, l'armement) dans le total des exportations. L'agrégat UE n'inclut pas les échanges intra-UE.
DOI: 10.48597/apdf-wvem
title: Measurement of Aerosol light scattering at Barrow

description: Measurement of Aerosol light scattering at Barrow
DOI: 10.34740/kaggle/dsv/11624758
title: Real Vs Fake Reviews (Daraz)
DOI: 10.17035/cardiff.28668386
title: Partial_optimizaiton_data_dragonfly_wing.zip

description: The design data for the bio-inspired flapping wing structures is provided in Matlab .mat files, formatted in a two-column structure. The first column corresponds to the structural parameters, including compliance, natural frequency, and mass transfer efficiency, while the second column includes the corresponding geometric properties derived from the Variable-Periodic Voronoi Tessellation (VPVT) optimization. The data sets are generated for multiple wing configurations, with results for different tessellation patterns and optimization parameters organized in individually named files. Each file contains a header with a detailed description of the specific conditions used for optimization, including the target performance metrics. The physical performance improvements, such as stiffness, natural frequency, and aerodynamic efficiency, are calculated through comparative analysis against natural insect wing samples. The optimized results are expressed in terms of percentage improvements relative to baseline models, and these results are provided for a range of truss structures and design iterations.<br><br>Research results are published at https://doi.org/10.1016/j.ijmecsci.2025.110160
DOI: 10.17035/cardiff.28668386.v1
title: Partial_optimizaiton_data_dragonfly_wing.zip

description: The design data for the bio-inspired flapping wing structures is provided in Matlab .mat files, formatted in a two-column structure. The first column corresponds to the structural parameters, including compliance, natural frequency, and mass transfer efficiency, while the second column includes the corresponding geometric properties derived from the Variable-Periodic Voronoi Tessellation (VPVT) optimization. The data sets are generated for multiple wing configurations, with results for different tessellation patterns and optimization parameters organized in individually named files. Each file contains a header with a detailed description of the specific conditions used for optimization, including the target performance metrics. The physical performance improvements, such as stiffness, natural frequency, and aerodynamic efficiency, are calculated through comparative analysis against natural insect wing samples. The optimized results are expressed in terms of percentage improvements relative to baseline models, and these results are provided for a range of truss structures and design iterations.<br><br>Research results are published at https://doi.org/10.1016/j.ijmecsci.2025.110160
DOI: 10.21242/22517.2022.00.00.1.1.0
title: Statistik der erzieherischen Hilfe, der Eingliederungshilfe für seelisch Behinderte und der Hilfe für junge Volljährige - Teil I 2022, On-Site, Version 0

description: Die Kinder- und Jugendhilfe hat die Aufgabe, junge Menschen in ihrer individuellen und sozialen Entwicklung zu fördern, Benachteiligungen abzubauen sowie die Erziehungsberechtigten zu beraten und zu unterstützen. Die Daten aus den Statistiken der Kinder- und Jugendhilfe dienen daher zur Beobachtung der Entwicklung von unterstützenden und familienstabilisierenden Aktivitäten sowie des finanziellen Aufwandes der Kinder- und Jugendhilfe. Sie finden unter anderem für Planungsaufgaben und die Fortentwicklung des Jugendhilferechts Verwendung.
Das Gesamtkonzept der Kinder- und Jugendhilfestatistiken umfasst vier getrennte Erhebungsteile.
Erhoben werden in
Teil I die Daten zu verschiedenen Hilfen zur Erziehung sowie administrativen Aufgaben der Jugendämter,
Teil II die Daten zu den Maßnahmen der Jugendarbeit von öffentlichen und freien Trägern,
Teil III die Daten zur Kinderbetreuung in diversen Einrichtungen der Jugendhilfe und den dort tätigen Personen sowie zur öffentlich geförderten Kindertagespflege,
Teil IV die Ausgaben und Einnahmen für die Kinder- und Jugendhilfe.
DOI: 10.5281/zenodo.15309249
title: Literature review list - ICIS 2025
DOI: 10.5281/zenodo.14699116
title: Mangrove vegetation density and channel density have trade-off effects on nature-based flood risk mitigation: data and scripts

description: This dataset contains modelled high water levels in the Guayas delta supporting the submitted paper 'Mangrove vegetation density and channel density have trade-off effects on nature-based flood risk mitigation'.

Data and scripts are organised as according to the figures in the manuscript:



validation:



observations:



6 .csv files with observed water levels (vertical reference level: GEOID2021) of the 6 stations listed in figure S4
DOI: 10.5281/zenodo.14699117
title: Mangrove vegetation density and channel density have trade-off effects on nature-based flood risk mitigation: data and scripts

description: This dataset contains modelled high water levels in the Guayas delta supporting the submitted paper 'Mangrove vegetation density and channel density have trade-off effects on nature-based flood risk mitigation'.

Data and scripts are organised as according to the figures in the manuscript:



validation:



observations:



6 .csv files with observed water levels (vertical reference level: GEOID2021) of the 6 stations listed in figure S4
DOI: 10.5281/zenodo.15309324
title: ImageGrains 2.0 models
DOI: 10.15468/dl.y54yaz
title: Occurrence Download

description: A dataset containing 124618 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Columbina squammata (R.Lesson, 1831)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 124618 records from 197 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007645-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11943936
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.7910/dvn/y8ucib
title: Replication Data for: Shared-decision making in contraceptive counseling and satisfaction in Accra and Kumasi, Ghana

description: These data were used for the analysis for the paper, "The relationship between shared-decision making in contraceptive counseling and satisfaction in Accra and Kumasi, Ghana".
DOI: 10.7910/dvn/mutrvm
title: Replication Data for: To Act or Not to Act? How Client Progression Affects Purposeful Performance Information Use at the Frontlines

description: Code used to produce the results from the article "To Act or Not to Act? How Client Progression Affects Purposeful Performance Information Use at the Frontlines". Data was made available by the Danish Ministry of Childrent and Education. Restrictions apply to the availability of these data, which were used under license for the article. Researchers can apply for access to the data.
DOI: 10.7910/dvn/o72a4t
title: DSA3

description: Delineatio specialis et accurata Ukrainae - Kamieniec Podolski - Panel 3
DOI: 10.7910/dvn/y5mtri
title: Replication Data for: Anomalous Superconductivity in Twisted MoTe2 Nanojunctions

description: Data for figures in the manuscript of "Anomalous Superconductivity in Twisted MoTe2 Nanojunctions".
DOI: 10.7910/dvn/y3wksk
title: Shared_modelled_data_ of_adjoint_tidal_model

description: This dataset contains the modelled data of the 2D adjoint tidal model in BYECS. Please check "READ_ME.txt" for the content of each mat.file. For detailed information, please refer to our paper "The effects of non-local observations on the adjoint estimation of local model parameters: an example of Manning’s n coefficient in a tidal model over the Bohai, Yellow, and East China Seas".
DOI: 10.7910/dvn/ivoxb7
title: A dataset on the digital transformation of university courses during the COVID-19 pandemic

description: This dataset contains the results of a survey on the digital transformation of university courses during the COVID-19 pandemic. The document collects the insight that professors had about the national and institutional policies on information and communication technologies in higher education; the methods, strategies, and resources used by professors; and the outcomes at the end of the courses.
DOI: 10.7910/dvn/x15pqf
title: Interactions between tsetse endosymbionts and Glossina pallidipes Salivary Gland Hypertrophy Virus in Glossina hosts

description: Raw data for the manuscript entitled 'Interactions between tsetse endosymbionts and Glossina pallidipes Salivary Gland Hypertrophy Virus in heterologous Glossina hosts" submitted to the Journal of Frontiers in Microbiology-system in microbiology.