cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17182/hepdata.95967.v1/t60
title: "Figure 9; 2018; cell 65, pufit 110" of "Performance of the missing transverse momentum triggers for the ATLAS detector during Run-2 data taking"

description: HLT_xe110_pufit_xe65 trigger output rate as a function of $\langle\mu\rangle$ shown for an example run in year 2018.
description: No data abstract available.
DOI: 10.17182/hepdata.95967.v1/t61
title: "Figure 9; 2018; cell 70, pufit 110" of "Performance of the missing transverse momentum triggers for the ATLAS detector during Run-2 data taking"

description: HLT_xe110_pufit_xe70 trigger output rate as a function of $\langle\mu\rangle$ shown for an example run in year 2018.
description: No data abstract available.
DOI: 10.17182/hepdata.95967.v1/t63
title: "Figure 10b" of "Performance of the missing transverse momentum triggers for the ATLAS detector during Run-2 data taking"

description: Full-chain trigger efficiencies for 2015, 2016, 2017 and 2018 as a function of $\langle\mu\rangle$ for $p_T(\mu\mu)&gt;150$ GeV. The efficiency corresponds to that of the lowest unprescaled trigger that is adjusted throughout the year.
description: No data abstract available.
DOI: 10.3535/sxb-yr3-szx
title: Acer platanoides L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.17182/hepdata.95967.v1/t62
title: "Figure 10a" of "Performance of the missing transverse momentum triggers for the ATLAS detector during Run-2 data taking"

description: Full-chain trigger efficiencies for each year as a function of $p_T(\mu\mu)$. The efficiency corresponds to that of the lowest unprescaled trigger that is adjusted throughout each year.
description: No data abstract available.
DOI: 10.17182/hepdata.95967.v1/t64
title: "Figure 11a" of "Performance of the missing transverse momentum triggers for the ATLAS detector during Run-2 data taking"

description: Efficiencies for the first-level trigger L1XE50 and the combined L1+HLT trigger chain HLT_xe110_pufit_xe65_L1XE50 in data recorded in the year 2018 are shown as a function of $\langle\mu\rangle$ for $W\rightarrow e\nu$ and $Z\rightarrow\mu\mu$ selections with offline $E_T^{miss}&gt;150\,$GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.95967.v1/t65
title: "Figure 11b" of "Performance of the missing transverse momentum triggers for the ATLAS detector during Run-2 data taking"

description: Efficiencies for the first-level trigger L1XE50 and the combined L1+HLT trigger chain HLT_xe110_pufit_xe65_L1XE50 in data recorded in the year 2018 are shown as a function of $\langle\mu\rangle$ for $t\bar t$ with offline $E_T^{miss}&gt;150\,$GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.95967.v1/t66
title: "Figure 11c" of "Performance of the missing transverse momentum triggers for the ATLAS detector during Run-2 data taking"

description: Efficiencies for the first-level trigger L1XE50 and the combined L1+HLT trigger chain HLT_xe110_pufit_xe65_L1XE50 in data recorded in the year 2018 are shown as a function of $\langle\mu\rangle$ for $W\rightarrow e\nu$ and $Z\rightarrow\mu\mu$ selections with offline $E_T^{miss}&gt;175\,$GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.95967.v1/t67
title: "Figure 11d" of "Performance of the missing transverse momentum triggers for the ATLAS detector during Run-2 data taking"

description: Efficiencies for the first-level trigger L1XE50 and the combined L1+HLT trigger chain HLT_xe110_pufit_xe65_L1XE50 in data recorded in the year 2018 are shown as a function of $\langle\mu\rangle$ for $t\bar t$ with offline $E_T^{miss}&gt;175\,$GeV.
description: No data abstract available.
DOI: 10.17182/hepdata.96027.v1/t1
title: "Table 4" of "Measurements of production cross sections of polarized same-sign W boson pairs in association with two jets in proton-proton collisions at $\sqrt{s} =$ 13 TeV"

description: Systematic uncertainties of the $\mathrm{W}^\pm_{\mathrm{L}}\mathrm{W}^\pm_{\mathrm{L}}$ and $\mathrm{W}^\pm_{\mathrm{X}}\mathrm{W}^\pm_{\mathrm{T}}$, and $\mathrm{W}^\pm_{\mathrm{L}}\mathrm{W}^\pm_{\mathrm{X}}$ and $\mathrm{W}^\pm_{\mathrm{T}}\mathrm{W}^\pm_{\mathrm{T}}$ cross section measurements in units of percent.
description: The first measurements of production cross sections of polarized same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ boson pairs in proton-proton collisions are reported. The measurements are based on a data sample collected with the CMS detector at the LHC at a center-of-mass energy of 13 TeV, corresponding to an integrated luminosity of $137~\mathrm{fb}^{-1}$. Events are selected by requiring exactly two same-sign leptons, electrons or muons, moderate missing transverse momentum, and two jets with a large rapidity separation and a large dijet mass to enhance the contribution of same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ scattering events. An observed (expected) 95\% confidence level upper limit of 1.17 (0.88) fb is set on the production cross section for longitudinally polarized same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ boson pairs. The electroweak production of same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ boson pairs with at least one of the $\mathrm{W}$ bosons longitudinally polarized is measured with an observed (expected) significance of 2.3 (3.1) standard deviations.
DOI: 10.17182/hepdata.96027.v1/t2
title: "Table 5" of "Measurements of production cross sections of polarized same-sign W boson pairs in association with two jets in proton-proton collisions at $\sqrt{s} =$ 13 TeV"

description: Expected yields from various SM processes and observed data events in WW SR. The combination of the statistical and systematic uncertainties is shown. The expected yields are shown with their best fit normalizations from the simultaneous fit for the $\mathrm{W}^\pm_{\mathrm{L}}\mathrm{W}^\pm_{\mathrm{L}}$ and $\mathrm{W}^\pm_{\mathrm{X}}\mathrm{W}^\pm_{\mathrm{T}}$ cross sections. The $\mathrm{W}^\pm_{\mathrm{L}}\mathrm{W}^\pm_{\mathrm{T}}$ and $\mathrm{W}^\pm_{\mathrm{T}}\mathrm{W}^\pm_{\mathrm{T}}$ yields are obtained from the $\mathrm{W}^\pm_{\mathrm{X}}\mathrm{W}^\pm_{\mathrm{T}}$ yield assuming the SM prediction for the ratio of the yields. The tVx background yield includes the contributions from tt$\mathrm{V}$ and tZq processes.
description: The first measurements of production cross sections of polarized same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ boson pairs in proton-proton collisions are reported. The measurements are based on a data sample collected with the CMS detector at the LHC at a center-of-mass energy of 13 TeV, corresponding to an integrated luminosity of $137~\mathrm{fb}^{-1}$. Events are selected by requiring exactly two same-sign leptons, electrons or muons, moderate missing transverse momentum, and two jets with a large rapidity separation and a large dijet mass to enhance the contribution of same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ scattering events. An observed (expected) 95\% confidence level upper limit of 1.17 (0.88) fb is set on the production cross section for longitudinally polarized same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ boson pairs. The electroweak production of same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ boson pairs with at least one of the $\mathrm{W}$ bosons longitudinally polarized is measured with an observed (expected) significance of 2.3 (3.1) standard deviations.
DOI: 10.3535/fxt-azs-hk2
title: Bromus sterilis L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.5281/zenodo.14637543
title: CHILL - Challenging Heartrate and Illumination rPPG

description: This dataset contains preprocessed facial video frames and corresponding raw heart rate labels intended for research on remote Photoplethysmography (rPPG) and heart rate estimation. The preprocessing was conducted using the rPPG-Toolbox, which is an open-source toolkit for rPPG signal extraction and processing.

The dataset consists of numpy arrays stored as .npy files with the following structure:



Input Files: Formatted as participantid_scenario_input0.npy, containing downsampled facial frames of size 36x36 pixels.

Label Files: Formatted as participantid_scenario_label0.npy, containing raw heart rate labels corresponding to the input frames. The labels are not altered from their original form.


The participant IDs are pseudorandom strings to ensure anonymity. In total, there are 23 participants in the dataset.

Scenarios:

The data is categorized into four scenarios, which simulate different environmental conditions affecting heart rate measurement:



0 - LowHR-Bright: Low heart rate in well-lit conditions.

1 - LowHR-Dark: Low heart rate in low-light conditions.

2 - HighHR-Dark: High heart rate in low-light conditions.

3 - HighHR-Bright: High heart rate in well-lit conditions.


Preprocessing Details:

The preprocessing pipeline involves the following steps:



Face Cropping: Faces are detected and cropped from raw video frames.

Downsampling: Cropped face images are downsampled to a resolution of 36x36 pixels to reduce computational complexity while preserving essential features for rPPG signal extraction. This process also ensures anonymization by significantly reducing identifiable facial details while retaining the necessary information for analysis.


All preprocessing steps were conducted using the rPPG-Toolbox, ensuring consistency and reproducibility.



Request access:

If you would like to request access to these files, please reach out to bhargav.acharya@uni-bielefeld.de

You need to satisfy these conditions in order for this request to be accepted:



Individuals wishing to use the data set must hold an academic affiliation. Further to this, they have to download and fill out the End User License Agreement (EULA) and submit it to us.



This dataset is intended for research purposes only, specifically for developing and evaluating rPPG and heart rate estimation algorithms under varying lighting and heart rate conditions.
DOI: 10.5281/zenodo.14637544
title: CHILL - Challenging Heartrate and Illumination rPPG

description: This dataset contains preprocessed facial video frames and corresponding raw heart rate labels intended for research on remote Photoplethysmography (rPPG) and heart rate estimation. The preprocessing was conducted using the rPPG-Toolbox, which is an open-source toolkit for rPPG signal extraction and processing.

The dataset consists of numpy arrays stored as .npy files with the following structure:



Input Files: Formatted as participantid_scenario_input0.npy, containing downsampled facial frames of size 36x36 pixels.

Label Files: Formatted as participantid_scenario_label0.npy, containing raw heart rate labels corresponding to the input frames. The labels are not altered from their original form.


The participant IDs are pseudorandom strings to ensure anonymity. In total, there are 23 participants in the dataset.

Scenarios:

The data is categorized into four scenarios, which simulate different environmental conditions affecting heart rate measurement:



0 - LowHR-Bright: Low heart rate in well-lit conditions.

1 - LowHR-Dark: Low heart rate in low-light conditions.

2 - HighHR-Dark: High heart rate in low-light conditions.

3 - HighHR-Bright: High heart rate in well-lit conditions.


Preprocessing Details:

The preprocessing pipeline involves the following steps:



Face Cropping: Faces are detected and cropped from raw video frames.

Downsampling: Cropped face images are downsampled to a resolution of 36x36 pixels to reduce computational complexity while preserving essential features for rPPG signal extraction. This process also ensures anonymization by significantly reducing identifiable facial details while retaining the necessary information for analysis.


All preprocessing steps were conducted using the rPPG-Toolbox, ensuring consistency and reproducibility.



Request access:

If you would like to request access to these files, please reach out to bhargav.acharya@uni-bielefeld.de

You need to satisfy these conditions in order for this request to be accepted:



Individuals wishing to use the data set must hold an academic affiliation. Further to this, they have to download and fill out the End User License Agreement (EULA) and submit it to us.



This dataset is intended for research purposes only, specifically for developing and evaluating rPPG and heart rate estimation algorithms under varying lighting and heart rate conditions.
DOI: 10.17182/hepdata.96027.v1/t3
title: "Table 6" of "Measurements of production cross sections of polarized same-sign W boson pairs in association with two jets in proton-proton collisions at $\sqrt{s} =$ 13 TeV"

description: Measured fiducial cross sections for the $\mathrm{W}^\pm_{\mathrm{L}}\mathrm{W}^\pm_{\mathrm{L}}$ and $\mathrm{W}^\pm_{\mathrm{X}}\mathrm{W}^\pm_{\mathrm{T}}$ processes, and for the $\mathrm{W}^\pm_{\mathrm{L}}\mathrm{W}^\pm_{\mathrm{X}}$ and $\mathrm{W}^\pm_{\mathrm{T}}\mathrm{W}^\pm_{\mathrm{T}}$ processes for the helicity eigenstates defined in the WW center-of-mass frame. The combination of the statistical and systematic uncertainties is shown. $\mathcal{B}$ is the branching fraction for $\mathrm{W}\mathrm{W} \rightarrow \ell \nu \ell' \nu$. The fiducial region is defined by requiring two same-sign leptons with $p_{T}&gt;20$, $|\eta|&lt;2.5$, and $m_{ll}&gt;20$, and two jets with $m_{jj}&gt;500$ and $|\Delta \eta_{jj}|&gt;2.5$. The jets at generator level are clustered from stable particles, excluding neutrinos, using the anti-kt clustering algorithm with R = 0.4, and are required to have $p_{T}&gt;50$ and $|\eta|&lt;4.7$. The jets within $\Delta R&lt;0.4$ of the selected charged leptons are not included. The theoretical predictions including the $\mathcal{O}(\alpha_{s}\alpha^6)$ and $\mathcal{O}(\alpha^7)$ corrections to the \MGvATNLO LO cross sections, as described in arXiv:2009.09429, are also shown. The theoretical uncertainties include statistical, PDF, and LO scale uncertainties.
description: The first measurements of production cross sections of polarized same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ boson pairs in proton-proton collisions are reported. The measurements are based on a data sample collected with the CMS detector at the LHC at a center-of-mass energy of 13 TeV, corresponding to an integrated luminosity of $137~\mathrm{fb}^{-1}$. Events are selected by requiring exactly two same-sign leptons, electrons or muons, moderate missing transverse momentum, and two jets with a large rapidity separation and a large dijet mass to enhance the contribution of same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ scattering events. An observed (expected) 95\% confidence level upper limit of 1.17 (0.88) fb is set on the production cross section for longitudinally polarized same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ boson pairs. The electroweak production of same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ boson pairs with at least one of the $\mathrm{W}$ bosons longitudinally polarized is measured with an observed (expected) significance of 2.3 (3.1) standard deviations.
DOI: 10.17182/hepdata.96027.v1/t4
title: "Table 7" of "Measurements of production cross sections of polarized same-sign W boson pairs in association with two jets in proton-proton collisions at $\sqrt{s} =$ 13 TeV"

description: Measured fiducial cross sections for the $\mathrm{W}^\pm_{\mathrm{L}}\mathrm{W}^\pm_{\mathrm{L}}$ and $\mathrm{W}^\pm_{\mathrm{X}}\mathrm{W}^\pm_{\mathrm{T}}$ processes, and for the $\mathrm{W}^\pm_{\mathrm{L}}\mathrm{W}^\pm_{\mathrm{X}}$ and $\mathrm{W}^\pm_{\mathrm{T}}\mathrm{W}^\pm_{\mathrm{T}}$ processes for the helicity eigenstates defined in the parton-parton center-of-mass frame. The combination of the statistical and systematic uncertainties is shown. $\mathcal{B}$ is the branching fraction for $\mathrm{W}\mathrm{W} \rightarrow \ell \nu \ell' \nu$. The fiducial region is defined by requiring two same-sign leptons with $p_{T}&gt;20$, $|\eta|&lt;2.5$, and $m_{ll}&gt;20$, and two jets with $m_{jj}&gt;500$ and $|\Delta \eta_{jj}|&gt;2.5$. The jets at generator level are clustered from stable particles, excluding neutrinos, using the anti-kt clustering algorithm with R = 0.4, and are required to have $p_{T}&gt;50$ and $|\eta|&lt;4.7$. The jets within $\Delta R&lt;0.4$ of the selected charged leptons are not included. The theoretical predictions including the $\mathcal{O}(\alpha_{s}\alpha^6)$ and $\mathcal{O}(\alpha^7)$ corrections to the \MGvATNLO LO cross sections, as described in arXiv:2009.09429, are also shown. The theoretical uncertainties include statistical, PDF, and LO scale uncertainties.
description: The first measurements of production cross sections of polarized same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ boson pairs in proton-proton collisions are reported. The measurements are based on a data sample collected with the CMS detector at the LHC at a center-of-mass energy of 13 TeV, corresponding to an integrated luminosity of $137~\mathrm{fb}^{-1}$. Events are selected by requiring exactly two same-sign leptons, electrons or muons, moderate missing transverse momentum, and two jets with a large rapidity separation and a large dijet mass to enhance the contribution of same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ scattering events. An observed (expected) 95\% confidence level upper limit of 1.17 (0.88) fb is set on the production cross section for longitudinally polarized same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ boson pairs. The electroweak production of same-sign $\mathrm{W}^{\pm}\mathrm{W^{\pm}}$ boson pairs with at least one of the $\mathrm{W}$ bosons longitudinally polarized is measured with an observed (expected) significance of 2.3 (3.1) standard deviations.
DOI: 10.17182/hepdata.96028.v1/t1
title: "Figure 2" of "Measurement of the Z boson differential production cross section using its invisible decay mode (Z$\nu\bar{\nu}$) in proton-proton collisions at $\sqrt{s}=$ 13 TeV"

description: The measured and predicted inclusive fiducial cross sections in fb. The experimental measurement includes both statistical and systematics uncertainties. The theoretical prediction includes both the QCD scale and PDF uncertainties.
description: Measurements of the total and differential fiducial cross sections for the Z boson decaying into two neutrinos are presented at the LHC in proton-proton collisions at a center-of-mass energy of 13 TeV. The data were collected by the CMS detector in 2016 and correspond to an integrated luminosity of 35.9 fb-1. In these measurements, events are selected containing an imbalance in transverse momentum and one or more energetic jets. The fiducial differential cross section is measured as a function of the Z boson transverse momentum. The results are combined with a previous measurement of charged-lepton decays of the Z boson.
DOI: 10.17182/hepdata.96028.v1/t2
title: "Table 2" of "Measurement of the Z boson differential production cross section using its invisible decay mode (Z$\nu\bar{\nu}$) in proton-proton collisions at $\sqrt{s}=$ 13 TeV"

description: Experimental uncertainties affecting transfer factors in the analysis that is used to estimate the W background in the signal region (SR). The number of W boson events are denoted as $W_{SR}$ for the SR and in analogy as $W_{\mu\nu}$ ($W_{e\nu}$) for the single-muon (single-electron) control region (CR).
description: Measurements of the total and differential fiducial cross sections for the Z boson decaying into two neutrinos are presented at the LHC in proton-proton collisions at a center-of-mass energy of 13 TeV. The data were collected by the CMS detector in 2016 and correspond to an integrated luminosity of 35.9 fb-1. In these measurements, events are selected containing an imbalance in transverse momentum and one or more energetic jets. The fiducial differential cross section is measured as a function of the Z boson transverse momentum. The results are combined with a previous measurement of charged-lepton decays of the Z boson.
DOI: 10.17182/hepdata.96028.v1/t3
title: "Table 3" of "Measurement of the Z boson differential production cross section using its invisible decay mode (Z$\nu\bar{\nu}$) in proton-proton collisions at $\sqrt{s}=$ 13 TeV"

description: Uncertainties assigned to the simulation based processes in SR and CRs.
description: Measurements of the total and differential fiducial cross sections for the Z boson decaying into two neutrinos are presented at the LHC in proton-proton collisions at a center-of-mass energy of 13 TeV. The data were collected by the CMS detector in 2016 and correspond to an integrated luminosity of 35.9 fb-1. In these measurements, events are selected containing an imbalance in transverse momentum and one or more energetic jets. The fiducial differential cross section is measured as a function of the Z boson transverse momentum. The results are combined with a previous measurement of charged-lepton decays of the Z boson.
DOI: 10.17182/hepdata.96028.v1/t4
title: "Table 4" of "Measurement of the Z boson differential production cross section using its invisible decay mode (Z$\nu\bar{\nu}$) in proton-proton collisions at $\sqrt{s}=$ 13 TeV"

description: Cross sections (fb) at large Z $p_{T}$ values in the Z -&gt; $\ell\ell$ and Z -&gt; $\nu\nu$ channels, and their combination. The theoretical predictions from Madgraph at NLO in QCD and corrected to NLO in electroweak using the NNPDF 3.0 are also reported. With the exception of the largest Z $p_{T}$ bin, the statistical uncertainties in the measurements are much smaller than the systematic uncertainties. Both measurements and predictions correspond to $\sigma \mathcal{B}(Z -&gt; \ell\ell)$, where $\sigma$ is the total fiducial cross section, $\mathcal{B}$ is the branching fraction, and $\ell$ is a charged lepton. The $Z -&gt; \nu\nu$ measurement corresponds to $\sigma \mathcal{B}(Z -&gt; \ell\ell)/\mathcal{B}(Z -&gt; \nu\nu)$.
description: Measurements of the total and differential fiducial cross sections for the Z boson decaying into two neutrinos are presented at the LHC in proton-proton collisions at a center-of-mass energy of 13 TeV. The data were collected by the CMS detector in 2016 and correspond to an integrated luminosity of 35.9 fb-1. In these measurements, events are selected containing an imbalance in transverse momentum and one or more energetic jets. The fiducial differential cross section is measured as a function of the Z boson transverse momentum. The results are combined with a previous measurement of charged-lepton decays of the Z boson.
DOI: 10.17182/hepdata.96028.v1/t5
title: "Table 5" of "Measurement of the Z boson differential production cross section using its invisible decay mode (Z$\nu\bar{\nu}$) in proton-proton collisions at $\sqrt{s}=$ 13 TeV"

description: Cross sections normalized to the total cross section measurements at high Z $p_{T}$ values in the Z -&gt; $\ell\ell$ and Z -&gt; $\nu\nu$ channels, and in their combination. The uncertainty includes both statistical and systematic uncertainties.
description: Measurements of the total and differential fiducial cross sections for the Z boson decaying into two neutrinos are presented at the LHC in proton-proton collisions at a center-of-mass energy of 13 TeV. The data were collected by the CMS detector in 2016 and correspond to an integrated luminosity of 35.9 fb-1. In these measurements, events are selected containing an imbalance in transverse momentum and one or more energetic jets. The fiducial differential cross section is measured as a function of the Z boson transverse momentum. The results are combined with a previous measurement of charged-lepton decays of the Z boson.
DOI: 10.3535/t5t-tkg-rn6
title: Ulmus laevis Pall.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.