cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17527411
title: Bio-Regenerative Limbs (BRL) Protocol

description: The Bio-Regenerative Limbs (BRL) Protocol represents a foundational framework for ethical biomechatronic regeneration, merging tissue engineering, adaptive prosthetics, and autonomous neural interfacing under the Commons Initiative’s open-science model.

 

This manual defines the full BRL system architecture, including:

 

Hybrid Scaffold Design — biodegradable lattice integrated with nanocarbon conductive filaments for nerve-signal continuity.

 

Stem-Cell Differentiation Pathway — optimized for myogenic and osteogenic tissue reformation using adaptive bioreactors.

 

Neurological Coupling Layer — quantum-safe micro-interface bridging biological neurons to synthetic control matrices.

 

Ethical AI Regulation — continuous oversight through the Commons Ethical Robotics License (CERL-1.0), ensuring regenerative technologies remain non-militarized and patient-sovereign.

 

Clinical Implementation Guide — modular deployment workflow for medical institutions and humanitarian field labs.

 

 

Version 1.0 includes annotated schematics, material specifications, calibration tables, and a full safety checklist.

All data and methods are released under the Commons Ethical Robotics License (CERL-1.0) for non-commercial, humanitarian, and educational use.

 

DOI Category: Biomechatronics / Regenerative Bioengineering / Open-Access Robotics
DOI: 10.17182/hepdata.159542.v1/t8
title: "Figure 11b" of "Measurements at forward rapidity of elliptic flow of charged hadrons and open-heavy-flavor muons in Au$+$Au collisions at $\sqrt{s_{_{NN}}}=200$ GeV"

description: HF -&gt; $\mu$; $1.2 &lt; |\eta| &lt; 2.0$
description: We present the first forward-rapidity measurements of elliptic anisotropy of open-heavy-flavor muons at the Relativistic Heavy Ion Collider. The measurements are based on data samples of Au$+$Au collisions at $\sqrt{s_{_{NN}}}=200$ GeV collected by the PHENIX experiment in 2014 and 2016 with integrated luminosity of 14.5~nb$^{-1}$. The measurements are performed in the pseudorapidity range $1.2&lt;|\eta|&lt;2$ and cover transverse momenta $1
DOI: 10.17182/hepdata.159542.v1/t9
title: "Figure 11c" of "Measurements at forward rapidity of elliptic flow of charged hadrons and open-heavy-flavor muons in Au$+$Au collisions at $\sqrt{s_{_{NN}}}=200$ GeV"

description: HF -&gt; $e$; $|\eta| &lt; 0.35$
description: We present the first forward-rapidity measurements of elliptic anisotropy of open-heavy-flavor muons at the Relativistic Heavy Ion Collider. The measurements are based on data samples of Au$+$Au collisions at $\sqrt{s_{_{NN}}}=200$ GeV collected by the PHENIX experiment in 2014 and 2016 with integrated luminosity of 14.5~nb$^{-1}$. The measurements are performed in the pseudorapidity range $1.2&lt;|\eta|&lt;2$ and cover transverse momenta $1
DOI: 10.17182/hepdata.159544.v1/t1
title: "Table h+/h-" of "Multiplicities of positive and negative pions, kaons and unidentified hadrons from deep-inelastic scattering of muons off a liquid hydrogen target"

description: h+/h- multiplicities in (x, y, z) bins with corrections, applied corrections for VM and RC are provided in the table
description: No data abstract available.
DOI: 10.17182/hepdata.159544.v1/t2
title: "Table pi+/pi-" of "Multiplicities of positive and negative pions, kaons and unidentified hadrons from deep-inelastic scattering of muons off a liquid hydrogen target"

description: pi+/pi- multiplicities in (x, y, z) bins with corrections, applied corrections for VM and RC are provided in the table
description: No data abstract available.
DOI: 10.17182/hepdata.159544.v1/t3
title: "Table K+/K-" of "Multiplicities of positive and negative pions, kaons and unidentified hadrons from deep-inelastic scattering of muons off a liquid hydrogen target"

description: K+/K- multiplicities in (x, y, z) bins with corrections, applied corrections for VM and RC are provided in the table
description: No data abstract available.
DOI: 10.15468/dl.5v8qpg
title: Occurrence Download

description: A dataset containing 1109053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus, Myocastor coypus)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1109053 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016052-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17182/hepdata.159761.v1/t1
title: "Table 1" of "Search for new physics in final states with semi-visible jets or anomalous signatures using the ATLAS detector"

description: Acceptance times efficiency weighted yields across the signal grid.
description: No data abstract available.
DOI: 10.17182/hepdata.159761.v1/t2
title: "Table 2" of "Search for new physics in final states with semi-visible jets or anomalous signatures using the ATLAS detector"

description: The 95% CL limits on the cross-section $\sigma(pp \rightarrow Z' \rightarrow \chi \chi$) times branching ratio B in fb with all statistical and systematic uncertainties, for the $R_{\text{inv}}=$0.2 signal points.
description: No data abstract available.
DOI: 10.17182/hepdata.159761.v1/t3
title: "Table 3" of "Search for new physics in final states with semi-visible jets or anomalous signatures using the ATLAS detector"

description: The 95% CL limits on the cross-section $\sigma(pp \rightarrow Z' \rightarrow \chi \chi$) times branching ratio B in fb with all statistical and systematic uncertainties, for the $R_{\text{inv}}=$0.4 signal points.
description: No data abstract available.
DOI: 10.17182/hepdata.159761.v1/t4
title: "Table 4" of "Search for new physics in final states with semi-visible jets or anomalous signatures using the ATLAS detector"

description: The 95% CL limits on the cross-section $\sigma(pp \rightarrow Z' \rightarrow \chi \chi$) times branching ratio B in fb with all statistical and systematic uncertainties, for the $R_{\text{inv}}=$0.6 signal points.
description: No data abstract available.
DOI: 10.17182/hepdata.159761.v1/t5
title: "Table 5" of "Search for new physics in final states with semi-visible jets or anomalous signatures using the ATLAS detector"

description: Data yield in the PFN signal region.
description: No data abstract available.
DOI: 10.17182/hepdata.159761.v1/t6
title: "Table 6" of "Search for new physics in final states with semi-visible jets or anomalous signatures using the ATLAS detector"

description: Yield of data in the ANTELOPE signal region in the binning used for BumpHunter fitting.
description: No data abstract available.
DOI: 10.17182/hepdata.159762.v1/t1
title: "1$e$N$p$0$\pi$ neutrino energy distribution" of "Search for an Anomalous Production of Charged-Current $ν_e$ Interactions Without Visible Pions Across Multiple Kinematic Observables in MicroBooNE"

description: Fig. 2 top figure - Distributions of MC simulation compared with data for reconstructed neutrino energy in the 1$e$N$p$0$\pi$ signal channel, along with the LEE Signal Model 1. Only bins between 0.15 GeV and 1.55 GeV are released, as statistical tests are performed within this region. The signal and background event categories are summed to form the unconstrained prediction (excluding LEE). Signal events correspond to $\nu_e$ CC events. Background events include $\nu$ with $\pi^0$ events, $\nu$ other events, and cosmic ray events. In Fig. 2, the LEE component is plotted on top of the constrained prediction (excluding LEE) for illustrative purposes. In all statistical tests (results summarized in Table I), the prediction under an LEE hypothesis corresponds to a constrained prediction including LEE. The statistical uncertainties of data use a combined Neyman-Pearson (CNP) version (Eq.(19) in https://doi.org/10.1016/j.nima.2020.163677).
description: Data release for the results of the search for anomalous production of charged-current $\nu_e$ interactions without visible pions across multiple kinematic observables in MicroBooNE, corresponding to information from arXiv:2412.14407. This analysis presents an investigation of low-energy electron-neutrino interactions in the Fermilab Booster Neutrino Beam by the MicroBooNE experiment, motivated by the excess of electron-neutrino-like events observed by the MiniBooNE experiment. This is the first measurement to use data from all five years of operation of the MicroBooNE experiment, corresponding to an exposure of $1.11\times 10^{21}$ protons on target, a $70\%$ increase on past results. Two samples of electron neutrino interactions without visible pions are used, one with visible protons and one without any visible protons. The MicroBooNE data show reasonable agreement with the nominal prediction, with $p$-values $\ge 26.7\%$ when the two $\nu_e$ samples are combined, though the prediction exceeds the data in limited regions of phase space. The data is further compared to two empirical models that modify the predicted rate of electron-neutrino interactions in different variables in the simulation to match the unfolded MiniBooNE low energy excess. In the first model, this unfolding is performed as a function of electron neutrino energy, while the second model aims to match the observed shower energy and angle distributions of the MiniBooNE excess. This measurement excludes an electron-like interpretation of the MiniBooNE excess based on these models at $&gt; 99\%$ CL$_\mathrm{s}$ in all kinematic variables.
DOI: 10.17182/hepdata.159762.v1/t2
title: "1$e$0$p$0$\pi$ neutrino energy distribution" of "Search for an Anomalous Production of Charged-Current $ν_e$ Interactions Without Visible Pions Across Multiple Kinematic Observables in MicroBooNE"

description: Fig. 2 bottom figure - Distributions of MC simulation compared with data for reconstructed neutrino energy in the 1$e$0$p$0$\pi$ signal channel, along with the LEE Signal Model 1. Only bins between 0.15 GeV and 1.55 GeV are released, as statistical tests are performed within this region. The signal and background event categories are summed to form the unconstrained prediction (excluding LEE). Signal events correspond to $\nu_e$ CC events. Background events include $\nu$ with $\pi^0$ events, $\nu$ other events, and cosmic ray events. In Fig. 2, the LEE component is plotted on top of the constrained prediction (excluding LEE) for illustrative purposes. In all statistical tests (results summarized in Table I), the prediction under an LEE hypothesis corresponds to a constrained prediction including LEE. The statistical uncertainties of data use a combined Neyman-Pearson (CNP) version (Eq.(19) in https://doi.org/10.1016/j.nima.2020.163677).
description: Data release for the results of the search for anomalous production of charged-current $\nu_e$ interactions without visible pions across multiple kinematic observables in MicroBooNE, corresponding to information from arXiv:2412.14407. This analysis presents an investigation of low-energy electron-neutrino interactions in the Fermilab Booster Neutrino Beam by the MicroBooNE experiment, motivated by the excess of electron-neutrino-like events observed by the MiniBooNE experiment. This is the first measurement to use data from all five years of operation of the MicroBooNE experiment, corresponding to an exposure of $1.11\times 10^{21}$ protons on target, a $70\%$ increase on past results. Two samples of electron neutrino interactions without visible pions are used, one with visible protons and one without any visible protons. The MicroBooNE data show reasonable agreement with the nominal prediction, with $p$-values $\ge 26.7\%$ when the two $\nu_e$ samples are combined, though the prediction exceeds the data in limited regions of phase space. The data is further compared to two empirical models that modify the predicted rate of electron-neutrino interactions in different variables in the simulation to match the unfolded MiniBooNE low energy excess. In the first model, this unfolding is performed as a function of electron neutrino energy, while the second model aims to match the observed shower energy and angle distributions of the MiniBooNE excess. This measurement excludes an electron-like interpretation of the MiniBooNE excess based on these models at $&gt; 99\%$ CL$_\mathrm{s}$ in all kinematic variables.
DOI: 10.17182/hepdata.159762.v1/t3
title: "1$e$N$p$0$\pi$ shower energy distribution" of "Search for an Anomalous Production of Charged-Current $ν_e$ Interactions Without Visible Pions Across Multiple Kinematic Observables in MicroBooNE"

description: Fig. 3 top figure - Distributions of MC simulation compared with data for reconstructed shower energy in the 1$e$N$p$0$\pi$ signal channel, along with the LEE Signal Model 2. The signal and background event categories are summed to form the unconstrained prediction (excluding LEE). Signal events correspond to $\nu_e$ CC events. Background events include $\nu$ with $\pi^0$ events, $\nu$ other events, and cosmic ray events. In Fig. 3, the LEE component is plotted on top of the constrained prediction (excluding LEE) for illustrative purposes. In all statistical tests (results summarized in Table I), the prediction under an LEE hypothesis corresponds to a constrained prediction including LEE. The statistical uncertainties of data use a combined Neyman-Pearson (CNP) version (Eq.(19) in https://doi.org/10.1016/j.nima.2020.163677).
description: Data release for the results of the search for anomalous production of charged-current $\nu_e$ interactions without visible pions across multiple kinematic observables in MicroBooNE, corresponding to information from arXiv:2412.14407. This analysis presents an investigation of low-energy electron-neutrino interactions in the Fermilab Booster Neutrino Beam by the MicroBooNE experiment, motivated by the excess of electron-neutrino-like events observed by the MiniBooNE experiment. This is the first measurement to use data from all five years of operation of the MicroBooNE experiment, corresponding to an exposure of $1.11\times 10^{21}$ protons on target, a $70\%$ increase on past results. Two samples of electron neutrino interactions without visible pions are used, one with visible protons and one without any visible protons. The MicroBooNE data show reasonable agreement with the nominal prediction, with $p$-values $\ge 26.7\%$ when the two $\nu_e$ samples are combined, though the prediction exceeds the data in limited regions of phase space. The data is further compared to two empirical models that modify the predicted rate of electron-neutrino interactions in different variables in the simulation to match the unfolded MiniBooNE low energy excess. In the first model, this unfolding is performed as a function of electron neutrino energy, while the second model aims to match the observed shower energy and angle distributions of the MiniBooNE excess. This measurement excludes an electron-like interpretation of the MiniBooNE excess based on these models at $&gt; 99\%$ CL$_\mathrm{s}$ in all kinematic variables.
DOI: 10.17182/hepdata.159762.v1/t10
title: "All channels covariance matrix (neutrino energy)" of "Search for an Anomalous Production of Charged-Current $ν_e$ Interactions Without Visible Pions Across Multiple Kinematic Observables in MicroBooNE"

description: The covariance matrix includes both signal channels and sideband channels, with the LEE component either excluded or included in the signal channels. All channels are binned in reconstructed neutrino energy. Fig. 2 in Supplemental Material shows the corresponding correlation matrix. The constraint procedure uses the correlations with sideband channels to update the prediction and its uncertainty in the signal region. The matrix accounts for uncertainties and correlations between bins due to flux, cross-section, hadron reinteraction, detector systematics, MC statistics, and cosmic ray statistics. Data statistical uncertainties are not included.
description: Data release for the results of the search for anomalous production of charged-current $\nu_e$ interactions without visible pions across multiple kinematic observables in MicroBooNE, corresponding to information from arXiv:2412.14407. This analysis presents an investigation of low-energy electron-neutrino interactions in the Fermilab Booster Neutrino Beam by the MicroBooNE experiment, motivated by the excess of electron-neutrino-like events observed by the MiniBooNE experiment. This is the first measurement to use data from all five years of operation of the MicroBooNE experiment, corresponding to an exposure of $1.11\times 10^{21}$ protons on target, a $70\%$ increase on past results. Two samples of electron neutrino interactions without visible pions are used, one with visible protons and one without any visible protons. The MicroBooNE data show reasonable agreement with the nominal prediction, with $p$-values $\ge 26.7\%$ when the two $\nu_e$ samples are combined, though the prediction exceeds the data in limited regions of phase space. The data is further compared to two empirical models that modify the predicted rate of electron-neutrino interactions in different variables in the simulation to match the unfolded MiniBooNE low energy excess. In the first model, this unfolding is performed as a function of electron neutrino energy, while the second model aims to match the observed shower energy and angle distributions of the MiniBooNE excess. This measurement excludes an electron-like interpretation of the MiniBooNE excess based on these models at $&gt; 99\%$ CL$_\mathrm{s}$ in all kinematic variables.
DOI: 10.17182/hepdata.159762.v1/t4
title: "1$e$0$p$0$\pi$ shower energy distribution" of "Search for an Anomalous Production of Charged-Current $ν_e$ Interactions Without Visible Pions Across Multiple Kinematic Observables in MicroBooNE"

description: Fig. 3 bottom figure - Distributions of MC simulation compared with data for reconstructed shower energy in the 1$e$0$p$0$\pi$ signal channel, along with the LEE Signal Model 2. The signal and background event categories are summed to form the unconstrained prediction (excluding LEE). Signal events correspond to $\nu_e$ CC events. Background events include $\nu$ with $\pi^0$ events, $\nu$ other events, and cosmic ray events. In Fig. 3, the LEE component is plotted on top of the constrained prediction (excluding LEE) for illustrative purposes. In all statistical tests (results summarized in Table I), the prediction under an LEE hypothesis corresponds to a constrained prediction including LEE. The statistical uncertainties of data use a combined Neyman-Pearson (CNP) version (Eq.(19) in https://doi.org/10.1016/j.nima.2020.163677).
description: Data release for the results of the search for anomalous production of charged-current $\nu_e$ interactions without visible pions across multiple kinematic observables in MicroBooNE, corresponding to information from arXiv:2412.14407. This analysis presents an investigation of low-energy electron-neutrino interactions in the Fermilab Booster Neutrino Beam by the MicroBooNE experiment, motivated by the excess of electron-neutrino-like events observed by the MiniBooNE experiment. This is the first measurement to use data from all five years of operation of the MicroBooNE experiment, corresponding to an exposure of $1.11\times 10^{21}$ protons on target, a $70\%$ increase on past results. Two samples of electron neutrino interactions without visible pions are used, one with visible protons and one without any visible protons. The MicroBooNE data show reasonable agreement with the nominal prediction, with $p$-values $\ge 26.7\%$ when the two $\nu_e$ samples are combined, though the prediction exceeds the data in limited regions of phase space. The data is further compared to two empirical models that modify the predicted rate of electron-neutrino interactions in different variables in the simulation to match the unfolded MiniBooNE low energy excess. In the first model, this unfolding is performed as a function of electron neutrino energy, while the second model aims to match the observed shower energy and angle distributions of the MiniBooNE excess. This measurement excludes an electron-like interpretation of the MiniBooNE excess based on these models at $&gt; 99\%$ CL$_\mathrm{s}$ in all kinematic variables.
DOI: 10.17182/hepdata.159762.v1/t5
title: "1$e$N$p$0$\pi$ shower cos($\theta$) distribution" of "Search for an Anomalous Production of Charged-Current $ν_e$ Interactions Without Visible Pions Across Multiple Kinematic Observables in MicroBooNE"

description: Fig. 4 top figure - Distributions of MC simulation compared with data for reconstructed shower cos($\theta$) in the 1$e$N$p$0$\pi$ signal channel, along with the LEE Signal Model 2. The signal and background event categories are summed to form the unconstrained prediction (excluding LEE). Signal events correspond to $\nu_e$ CC events. Background events include $\nu$ with $\pi^0$ events, $\nu$ other events, and cosmic ray events. In Fig. 4, the LEE component is plotted on top of the constrained prediction (excluding LEE) for illustrative purposes. In all statistical tests (results summarized in Table I), the prediction under an LEE hypothesis corresponds to a constrained prediction including LEE. The statistical uncertainties of data use a combined Neyman-Pearson (CNP) version (Eq.(19) in https://doi.org/10.1016/j.nima.2020.163677).
description: Data release for the results of the search for anomalous production of charged-current $\nu_e$ interactions without visible pions across multiple kinematic observables in MicroBooNE, corresponding to information from arXiv:2412.14407. This analysis presents an investigation of low-energy electron-neutrino interactions in the Fermilab Booster Neutrino Beam by the MicroBooNE experiment, motivated by the excess of electron-neutrino-like events observed by the MiniBooNE experiment. This is the first measurement to use data from all five years of operation of the MicroBooNE experiment, corresponding to an exposure of $1.11\times 10^{21}$ protons on target, a $70\%$ increase on past results. Two samples of electron neutrino interactions without visible pions are used, one with visible protons and one without any visible protons. The MicroBooNE data show reasonable agreement with the nominal prediction, with $p$-values $\ge 26.7\%$ when the two $\nu_e$ samples are combined, though the prediction exceeds the data in limited regions of phase space. The data is further compared to two empirical models that modify the predicted rate of electron-neutrino interactions in different variables in the simulation to match the unfolded MiniBooNE low energy excess. In the first model, this unfolding is performed as a function of electron neutrino energy, while the second model aims to match the observed shower energy and angle distributions of the MiniBooNE excess. This measurement excludes an electron-like interpretation of the MiniBooNE excess based on these models at $&gt; 99\%$ CL$_\mathrm{s}$ in all kinematic variables.