cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16891527
title: Perspectives: A Non-Perturbative Quantum Gravity Framework Resolving the Black Hole Information Paradox via Quantum Fractal Hypercodes and Holographic Gauge-Spinor-Network Correspondence

description: This perspectives paper presents a groundbreaking non-perturbative quantum gravity framework to resolve the black hole information paradox, a fundamental challenge to quantum mechanics’ unitarity arising from Hawking’s 1975 prediction of information loss during black hole evaporation. The framework introduces quantum fractal hypercodes—hypergraph-based structures encoding Planck-scale gravitational degrees of freedom with fractal dimensions (D_f ≈ 1.5–2.0)—and a holographic gauge-spinor-network correspondence to preserve information across the Page curve. By synthesizing loop quantum gravity (LQG), AdS/CFT duality, SYK-like quantum chaos, and quantum information theory, it proposes robust information encoding via hypergraphs and a duality mapping bulk gravitational dynamics to boundary Yang-Mills theory with spinor fields. 

The framework yields falsifiable predictions, including deviations in LIGO’s squeezed light noise spectra (ΔS_h ~ 10^-24 / √Hz at f_hyper ~ 2 kHz for a 50M☉ black hole), fractal imprints in CMB power spectra (SKA, 2027+), and spinor-induced phase shifts in neutrino oscillations (DUNE, 2028+). These predictions are supported by computational validations using tensor network simulations (MERA) and persistent homology (GUDHI), with sample code provided for reproducibility. A 15-year strategic roadmap outlines theoretical refinement (2025–2030), experimental design (2025–2035), community building (2025–2040), and cosmological validation (2030–2040), targeting 3–5 peer-reviewed publications and 100+ global collaborators.

Grounded in rigorous mathematical formulations, including hypergraph homology and Page curve dynamics, the framework extends Bekenstein-Hawking entropy and aligns with LQG spin networks, AdS/CFT holography, and SYK model scaling. A USPTO patent filing (placeholder) underscores its novelty, while datasets and computational models are shared on GitHub (https://github.com/QuantumHypercode2025) under Creative Commons Attribution 4.0, ensuring FAIR compliance. This work bridges theoretical physics, quantum information, and experimental astrophysics, offering a transformative paradigm for quantum gravity research and inviting global collaboration to unify quantum mechanics and gravity.
DOI: 10.3535/3ee-j81-em5
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q8m-78v-jgd
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rr8-a3r-frw
title: Graptolithina Bronn, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.39acvu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambrosia artemisiifolia",
 "Country is North Macedonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016722-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/gcj-64d-j6f
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k38-59j-gbg
title: Balclutha Kirkaldy, 1900

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m43-2k5-271
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nqn-3cb-px4
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2vm-6h1-c9d
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a9g-ck3-0j4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xah-0b7-e4e
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fnt-x9s-ryg
title: Belemnites

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nl7-7xw-nrt
title: Hibolithes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qj8-2za-rt9
title: Rodentia Bowdich, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qnn-hzl-gte
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cd1-akl-r8k
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/klk-1wd-93q
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dfz-wzm-1e5
title: Duvalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c5g-671-81p
title: Pseudobelus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hld-qtr-khg
title: Pseudobelus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b10-gab-bfs
title: Bos taurus primigenius Bojanus, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h0k-fdw-xxb
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.es63qk
title: Occurrence Download

description: A dataset containing 4504 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ambrosia artemisiifolia",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4504 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016721-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/aa4-m8p-ja0
title: Rodentia Bowdich, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mj5-l0v-p1v
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l4f-axg-rnk
title: Bairdia (Bairdia) M'Coy, 1844

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xl0-yay-8m1
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1ha-1m0-w45
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/86p-1k9-etg
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5p3-484-9bg
title: †Spirifer Sowerby, 1818

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/krf-kdy-0yp
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/853-vxv-dez
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fdh-jzd-sge
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m6p-y5n-m9v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tkw-w2d-302
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aet-j03-2tf
title: Aves

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9gj-p95-2wc
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/twl-a51-vbj
title: Desmana Güldenstädt, 1777

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b3p-a97-9lg
title: †Pseudomonotis Beyrich, 1862

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rbs-fc0-qy3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g34-bev-haa
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ld6-9nt-vdy
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m1s-vcf-exj
title: †Flexicalymene meeki (Foerste, 1910)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8wg-49g-m6x
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/efb-3ar-5nm
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wgq-xm9-z4r
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zxc-cc5-09g
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.nnyxpq
title: Occurrence Download

description: A dataset containing 110645 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Vicia tetrasperma"
 ]
}

 The dataset includes 110645 records from 1440 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016641-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sufsk3
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Polyplacophora)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((60 0,90 0,90 30,60 30,60 0))"
 ]
}

 The dataset includes 100 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012642-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17182/hepdata.131524.v1/t12
title: "Table 12" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Unfolded $M(l^{-}\gamma)$ distribution for $Z \to \mu\mu\gamma$ process with dressed leptons and bkg subtraction. $M_{ll}&gt;45$ GeV. Nexp.un f. = 58320.9 $\pm$ 245, NPowHeg truth =564672, N Sherpa truth =814016.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t19
title: "Table 19" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Unfolded $M(l^{+}\gamma)$ distribution for $Z \to \mu\mu\gamma$ process with bare leptons and bkg subtraction. $M_{ll}&gt;20$ GeV. Nexp.un f. = 64809.8 $\pm$ 254.6, NPowHeg truth =634285.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t20
title: "Table 20" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Unfolded $M(l^{-}\gamma)$ distribution for $Z \to \mu\mu\gamma$ process with bare leptons and bkg subtraction. $M_{ll}&gt;20$ GeV. Nexp.un f. = 64822.9 $\pm$ 254.6, NPowHeg truth =634276.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t14
title: "Table 14" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Unfolded dR distribution for $Z \to \mu\mu\gamma$ process with dressed leptons and bkg subtraction. $M_{ll}&gt;45$ GeV. Nexp.un f. = 58869.2 $\pm$ 256, NPowHeg truth =564660, NS herpa truth =813995.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t22
title: "Table 22" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Unfolded dR distribution for $Z \to \mu\mu\gamma$ process with bare leptons and bkg subtraction. $M_{ll}&gt;20$ GeV. Nexp.un f. = 65362.4 $\pm$ 255.7 , NPowHeg truth =634214.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t24
title: "Table 24" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Unfolded $P_{T}^{\gamma}$ distribution for $Z \to \mu\mu\gamma$ process with bare leptons and bkg subtraction. $M_{ll}&gt;20$ GeV. Nexp.un f. = 64432.6 $\pm$ 253.8, NPowHeg truth =624059.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t25
title: "Table 25" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Unfolded $M(l^{+}\gamma)$ distribution for $Z \to ee\gamma$ process with bare leptons and bkg subtraction. $M_{ll}&gt;45$ GeV. Nexp.un f. = 57095.9 $\pm$ 254 , NPowHeg truth =301666, N Sherpa truth =76327.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t26
title: "Table 26" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Unfolded $M(l^{-}\gamma)$ distribution for $Z \to ee\gamma$ process with bare leptons and bkg subtraction. $M_{ll}&gt;45$ GeV. Nexp.un f. = 57130 $\pm$ 254 , NPowHeg truth =301666, N Sherpa truth =763273.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t27
title: "Table 27" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Unfolded $M(l^{+}\gamma)$ distribution for $Z \to \mu\mu\gamma$ process with bare leptons and bkg subtraction. $M_{ll}&gt;45$ GeV. Nexp.un f. = 58310.9 $\pm$ 245, NPowHeg truth =564672, N Sherpa truth =814016.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t28
title: "Table 28" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Unfolded $M(l^{-}\gamma)$ distribution for $Z \to \mu\mu\gamma$ process with bare leptons and bkg subtraction. $M_{ll}&gt;45$ GeV. Nexp.un f. = 58320.9 $\pm$ 245, NPowHeg truth =564672, N Sherpa truth =814016.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t21
title: "Table 21" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Unfolded dR distribution for $Z \to ee\gamma$ process with bare leptons and bkg subtraction. $M_{ll}&gt;20$ GeV. Nexp.un f. = 64273.2 $\pm$ 253.5, NPowHeg truth =338671.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t23
title: "Table 23" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Unfolded $P_{T}^{\gamma}$ distribution for $Z \to ee\gamma$ process with bare leptons and bkg subtraction. $M_{ll}&gt;20$ GeV. Nexp.un f. = 63486.8 $\pm$ 252.0, NPowHeg truth =333348.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t29
title: "Table 29" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Unfolded dR distribution for $Z \to ee\gamma$ process with bare leptons and bkg subtraction. $M_{ll}&gt;45$ GeV. Nexp.un f. = 57705.4 $\pm$ 254 , NPowHeg truth =301655, N Sherpa truth =763259.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t30
title: "Table 30" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Unfolded dR distribution for $Z \to \mu\mu\gamma$ process with bare leptons and bkg subtraction. $M_{ll}&gt;45$ GeV. Nexp.un f. = 58869.2 $\pm$ 256, NPowHeg truth =564660, NS herpa truth =813995.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t31
title: "Table 31" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Unfolded $P_{T}^{\gamma}$ distribution for $Z \to ee\gamma$ process with bare leptons and bkg subtraction. $M_{ll}&gt;45$ GeV. Nexp.un f. = 57358.6 $\pm$ 254 , NPowHeg truth =298662, N Sherpa truth =756609.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t32
title: "Table 32" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Unfolded $P_{T}^{\gamma}$ distribution for $Z \to \mu\mu\gamma$ process with bare leptons and bkg subtraction. $M_{ll}&gt;45$ GeV. Nexp.un f. = 58226.4 $\pm$ 254, NPowHeg truth =558949, N Sherpa truth =806988.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t33
title: "Table 33" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Truth $P_{T}^{Z}$ distribution after reweghting to data.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t34
title: "Table 34" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Combined Covariance Matrix for Unfolded $M(l^{+}\gamma)$ distribution for $Z \to ee\gamma$ process with dressed leptons and bkg subtraction. $M_{ll}&gt;20$ GeV. Nexp.un f. = 63717.4 $\pm$ 252.4, NPowHeg truth =338714.
description: No data abstract available.
DOI: 10.25549/vercoutere-ouc110611590
title: Shackled

description: Mosaic-style drawing in red, green, blue, purple, and black. On the right edge of the drawing a person is standing with arms shackled behind their back and legs shackled at the ankles. They are wearing a gown (hospital gown?) and have bare feet. In front of the person is a vase holding a stem with berries. The remainder of the drawing in indistinguishable. Wide blank areas surround the drawing.
DOI: 10.17182/hepdata.131524.v1/t35
title: "Table 35" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Combined Covariance Matrix for Unfolded $M(l^{-}\gamma)$ distribution for $Z \to ee\gamma$ process with dressed leptons and bkg subtraction. $M_{ll}&gt;20$ GeV. Nexp.un f. = 63855.8 $\pm$ 252.7 , NPowHeg truth =338708.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t36
title: "Table 36" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Combined Covariance Matrix for Unfolded $M(l^{+}\gamma)$ distribution for $Z \to \mu\mu\gamma$ process with dressed leptons and bkg subtraction. $M_{ll}&gt;20$ GeV. Nexp.un f. = 64809.8 $\pm$ 254.6, NPowHeg truth =634285.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t37
title: "Table 37" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Combined Covariance Matrix for Unfolded $M(l^{-}\gamma)$ distribution for $Z \to \mu\mu\gamma$ process with dressed leptons and bkg subtraction. $M_{ll}&gt;20$ GeV. Nexp.un f. = 64822.9 $\pm$ 254.6, NPowHeg truth =634276.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t38
title: "Table 38" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Combined Covariance Matrix for Unfolded dR distribution for $Z \to ee\gamma$ process with dressed leptons and bkg subtraction. $M_{ll}&gt;20$ GeV. Nexp.un f. = 64273.2 $\pm$ 253.5, NPowHeg truth =338671.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t39
title: "Table 39" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Combined Covariance Matrix for Unfolded dR distribution for $Z \to \mu\mu\gamma$ process with dressed leptons and bkg subtraction. $M_{ll}&gt;20$ GeV. Nexp.un f. = 65362.4 $\pm$ 255.7 , NPowHeg truth =634214.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t40
title: "Table 40" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Combined Covariance Matrix for Unfolded $P_{T}^{\gamma}$ distribution for $Z \to ee\gamma$ process with dressed leptons and bkg subtraction. $M_{ll}&gt;20$ GeV. Nexp.un f. = 63486.8 $\pm$ 252.0, NPowHeg truth =333348.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t41
title: "Table 41" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Combined Covariance Matrix for Unfolded $P_{T}^{\gamma}$ distribution for $Z \to \mu\mu\gamma$ process with dressed leptons and bkg subtraction. $M_{ll}&gt;20$ GeV. Nexp.un f. = 64432.6 $\pm$ 253.8, NPowHeg truth =624059.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t42
title: "Table 42" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Combined Covariance Matrix for Unfolded $M(l^{+}\gamma)$ distribution for $Z \to ee\gamma$ process with dressed leptons and bkg subtraction. $M_{ll}&gt;45$ GeV. Nexp.un f. = 57095.9 $\pm$ 254 , NPowHeg truth =301666, N Sherpa truth =76327.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t43
title: "Table 43" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Combined Covariance Matrix for Unfolded $M(l^{-}\gamma)$ distribution for $Z \to ee\gamma$ process with dressed leptons and bkg subtraction. $M_{ll}&gt;45$ GeV. Nexp.un f. = 57130 $\pm$ 254 , NPowHeg truth =301666, N Sherpa truth =763273.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t44
title: "Table 44" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Combined Covariance Matrix for Unfolded $M(l^{+}\gamma)$ distribution for $Z \to \mu\mu\gamma$ process with dressed leptons and bkg subtraction. $M_{ll}&gt;45$ GeV. Nexp.un f. = 58310.9 $\pm$ 245, NPowHeg truth =564672, N Sherpa truth =814016.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t45
title: "Table 45" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Combined Covariance Matrix for Unfolded $M(l^{-}\gamma)$ distribution for $Z \to \mu\mu\gamma$ process with dressed leptons and bkg subtraction. $M_{ll}&gt;45$ GeV. Nexp.un f. = 58320.9 $\pm$ 245, NPowHeg truth =564672, N Sherpa truth =814016.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t46
title: "Table 46" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Combined Covariance Matrix for Unfolded dR distribution for $Z \to ee\gamma$ process with dressed leptons and bkg subtraction. $M_{ll}&gt;45$ GeV. Nexp.un f. = 57705.4 $\pm$ 254 , NPowHeg truth =301655, N Sherpa truth =763259.
description: No data abstract available.
DOI: 10.17182/hepdata.131524.v1/t47
title: "Table 47" of "Study of $Z \to ll\gamma$ decays at $\sqrt s~$= 8 TeV with the ATLAS detector"

description: Combined Covariance Matrix for Unfolded dR distribution for $Z \to \mu\mu\gamma$ process with dressed leptons and bkg subtraction. $M_{ll}&gt;45$ GeV. Nexp.un f. = 58869.2 $\pm$ 256, NPowHeg truth =564660, NS herpa truth =813995.
description: No data abstract available.