Robust Independent Validation of Experiment and Theory: Rivet version 3

Bierlich, Christian; Buckley, Andy; Butterworth, Jonathan; Christensen, Christian Holm; Corpe, Louie; Grellscheid, David; Grosse-Oetringhaus, Jan Fiete; Gutschow, Christian; Karczmarczyk, Przemyslaw; Klein, Jochen; Lönnblad, Leif; Pollard, Christopher Samuel; Richardson, Peter; Schulz, Holger; Siegert, Frank

doi:10.21468/SciPostPhys.8.2.026

Title: Robust Independent Validation of Experiment and Theory: Rivet version 3

Abstract

First released in 2010, the Rivet library forms an important repository for analysis code, facilitating comparisons between measurements of the final state in particle collisions and theoretical calculations of those final states. We give an overview of Rivet's current design and implementation, its uptake for analysis preservation and physics results, and summarise recent developments including propagation of MC systematic-uncertainty weights, heavy-ion and ep physics, and systems for detector emulation. In addition, we provide a short user guide that supplements and updates the Rivet user manual.

Authors:

Bierlich, Christian ^[1]; Buckley, Andy ^[2]; Butterworth, Jonathan ^[3]; Christensen, Christian Holm ^[4]; Corpe, Louie ^[3]; Grellscheid, David ^[5]; Grosse-Oetringhaus, Jan Fiete ^[6]; Gutschow, Christian ^[3]; Karczmarczyk, Przemyslaw ^[7]; Klein, Jochen ^[8]; Lönnblad, Leif ^[9]; Pollard, Christopher Samuel ^[10]; Richardson, Peter ^[11];

^[12]; Siegert, Frank ^[13]

Univ. of Copenhagen (Denmark). The Niels Bohr Inst.; Lund Univ. (Sweden)
Univ. of Glasgow, Scotland (United Kingdom)
Univ. College London (United Kingdom)
Univ. of Copenhagen (Denmark). The Niels Bohr Inst.
Bergen Univ. (Norway)
European Organization for Nuclear Research (CERN), Meyrin (Switzerland)
European Organization for Nuclear Research (CERN), Meyrin (Switzerland); Warsaw Univ. of Technology, Warszawa (Poland)
European Organization for Nuclear Research (CERN), Meyrin (Switzerland); Istituto Nazionale di Fisica Nucleare (INFN), Torino (Italy)
Lund Univ. (Sweden)
Deutsches Elektronen-Synchrotron (DESY), Hamburg (Germany)
European Organization for Nuclear Research (CERN), Meyrin (Switzerland); Durham Univ. (United Kingdom)
Fermi National Accelerator Lab. (FNAL), Batavia, IL (United States)
Dresden Univ. of Technology (Germany)

Publication Date:: Tue Feb 11 00:00:00 EST 2020

Research Org.:: Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States)

Sponsoring Org.:: USDOE Office of Science (SC), High Energy Physics (HEP); European Union (EU); The Royal Society for University Research Fellowship; Swedish Research Council (SRC); German Research Foundation (DFG)

OSTI Identifier:: 1615365

Report Number(s):: FERMILAB-PUB-19-692-SCD; arXiv:1912.05451; MCnet-19-26
Journal ID: ISSN 2542-4653; oai:inspirehep.net:1770135; TRN: US2106350

Grant/Contract Number:: AC02-07CH11359; 722104; UF160548; 2016-03291; SI 2009/1-1

Resource Type:: Accepted Manuscript

Journal Name:: SciPost Physics

Additional Journal Information:: Journal Volume: 8; Journal Issue: 2; Journal ID: ISSN 2542-4653

Publisher:: SciPost Foundation

Country of Publication:: United States

Language:: English

Subject:: 72 PHYSICS OF ELEMENTARY PARTICLES AND FIELDS

Citation Formats


                    Bierlich, Christian, Buckley, Andy, Butterworth, Jonathan, Christensen, Christian Holm, Corpe, Louie, Grellscheid, David, Grosse-Oetringhaus, Jan Fiete, Gutschow, Christian, Karczmarczyk, Przemyslaw, Klein, Jochen, Lönnblad, Leif, Pollard, Christopher Samuel, Richardson, Peter, Schulz, Holger, and Siegert, Frank. Robust Independent Validation of Experiment and Theory: Rivet version 3.  United States: N. p., 2020. 
Web.  doi:10.21468/SciPostPhys.8.2.026.

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                    Bierlich, Christian, Buckley, Andy, Butterworth, Jonathan, Christensen, Christian Holm, Corpe, Louie, Grellscheid, David, Grosse-Oetringhaus, Jan Fiete, Gutschow, Christian, Karczmarczyk, Przemyslaw, Klein, Jochen, Lönnblad, Leif, Pollard, Christopher Samuel, Richardson, Peter, Schulz, Holger, & Siegert, Frank. Robust Independent Validation of Experiment and Theory: Rivet version 3.  United States.  https://doi.org/10.21468/SciPostPhys.8.2.026

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                    Bierlich, Christian, Buckley, Andy, Butterworth, Jonathan, Christensen, Christian Holm, Corpe, Louie, Grellscheid, David, Grosse-Oetringhaus, Jan Fiete, Gutschow, Christian, Karczmarczyk, Przemyslaw, Klein, Jochen, Lönnblad, Leif, Pollard, Christopher Samuel, Richardson, Peter, Schulz, Holger, and Siegert, Frank. Tue .  
"Robust Independent Validation of Experiment and Theory: Rivet version 3".  United States.  https://doi.org/10.21468/SciPostPhys.8.2.026.  https://www.osti.gov/servlets/purl/1615365.

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@article{osti_1615365,

  title        = {Robust Independent Validation of Experiment and Theory: Rivet version 3},

  author       = {Bierlich, Christian and Buckley, Andy and Butterworth, Jonathan and Christensen, Christian Holm and Corpe, Louie and Grellscheid, David and Grosse-Oetringhaus, Jan Fiete and Gutschow, Christian and Karczmarczyk, Przemyslaw and Klein, Jochen and Lönnblad, Leif and Pollard, Christopher Samuel and Richardson, Peter and Schulz, Holger and Siegert, Frank},

  abstractNote = {First released in 2010, the Rivet library forms an important repository for analysis code, facilitating comparisons between measurements of the final state in particle collisions and theoretical calculations of those final states. We give an overview of Rivet's current design and implementation, its uptake for analysis preservation and physics results, and summarise recent developments including propagation of MC systematic-uncertainty weights, heavy-ion and ep physics, and systems for detector emulation. In addition, we provide a short user guide that supplements and updates the Rivet user manual.},

  doi          = {10.21468/SciPostPhys.8.2.026},

  journal      = {SciPost Physics},

  number       = 2,

  volume       = 8,

  place        = {United States},

  year         = {Tue Feb 11 00:00:00 EST 2020},

  month        = {Tue Feb 11 00:00:00 EST 2020}

}

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Sjöstrand, Torbjörn; Ask, Stefan; Christiansen, Jesper R.
Computer Physics Communications, Vol. 191
DOI: 10.1016/j.cpc.2015.01.024

Measurement of pion, kaon and proton production in proton–proton collisions at $$\sqrt{s} = 7$$ s = 7 TeV
journal, May 2015

Adam, J.; Adamová, D.; Aggarwal, M. M.
The European Physical Journal C, Vol. 75, Issue 5
DOI: 10.1140/epjc/s10052-015-3422-9

Beam Energy Dependence of the Third Harmonic of Azimuthal Correlations in $Au + Au$ Collisions at RHIC
journal, March 2016

Adamczyk, L.; Adkins, J. K.; Agakishiev, G.
Physical Review Letters, Vol. 116, Issue 11
DOI: 10.1103/PhysRevLett.116.112302

Measurement of detector-corrected observables sensitive to the anomalous production of events with jets and large missing transverse momentum in $$\varvec{pp}$$ p p collisions at $$\mathbf {\sqrt{s}=13}$$ s = 13 TeV using the ATLAS detector
journal, November 2017

Aaboud, M.; Aad, G.; Abbott, B.
The European Physical Journal C, Vol. 77, Issue 11
DOI: 10.1140/epjc/s10052-017-5315-6

Constraining new physics with collider measurements of Standard Model signatures
journal, March 2017

Butterworth, Jonathan M.; Grellscheid, David; Krämer, Michael
Journal of High Energy Physics, Vol. 2017, Issue 3
DOI: 10.1007/JHEP03(2017)078

Accurate simulation of W, Z, and Higgs boson decays in Sherpa
journal, February 2019

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The European Physical Journal C, Vol. 79, Issue 2
DOI: 10.1140/epjc/s10052-019-6614-x

Dijet photoproduction at HERA and the structure of the photon
journal, April 2002

Chekanov et al., S.
The European Physical Journal C, Vol. 23, Issue 4
DOI: 10.1007/s100520200936

Introducing HIJING++: the Heavy Ion Monte Carlo Generator for the High-Luminosity LHC Era
conference, April 2019

Bíró, Gábor; Barnafoldi, Gergely Gabor; Papp, Gabor
Proceedings of International Conference on Hard and Electromagnetic Probes of High-Energy Nuclear Collisions — PoS(HardProbes2018)
DOI: 10.22323/1.345.0045

Centrality dependence of the pseudorapidity density distribution for charged particles in Pb–Pb collisions at $\sqrt{s_{NN}} = 5.02 TeV$
journal, September 2017

Adam, J.; Adamová, D.; Aggarwal, M. M.
Physics Letters B, Vol. 772
DOI: 10.1016/j.physletb.2017.07.017

Measurement of the centrality dependence of the charged-particle pseudorapidity distribution in proton–lead collisions at $$\sqrt{s_{_\text {NN}}} = 5.02$$ s NN = 5.02 TeV with the ATLAS detector
journal, April 2016

Aad, G.; Abajyan, T.; Abbott, B.
The European Physical Journal C, Vol. 76, Issue 4
DOI: 10.1140/epjc/s10052-016-4002-3

Full NLO corrections to 3-jet production and $$\mathbf {R_{32}}$$ R 32 at the LHC
journal, April 2019

Reyer, Max; Schönherr, Marek; Schumann, Steffen
The European Physical Journal C, Vol. 79, Issue 4
DOI: 10.1140/epjc/s10052-019-6815-3

Centrality Dependence of the Charged-Particle Multiplicity Density at Midrapidity in Pb-Pb Collisions at $\sqrt{s_{NN}} = 2.76 TeV$
journal, January 2011

Aamodt, K.; Abrahantes Quintana, A.; Adamová, D.
Physical Review Letters, Vol. 106, Issue 3
DOI: 10.1103/PhysRevLett.106.032301

Measurements of longitudinal and transverse momentum distributions for neutral pions in the forward-rapidity region with the LHCf detector
journal, August 2016

Adriani, O.; Berti, E.; Bonechi, L.
Physical Review D, Vol. 94, Issue 3
DOI: 10.1103/PhysRevD.94.032007

Identification and energy calibration of hadronically decaying tau leptons with the ATLAS experiment in pp collisions at $$\sqrt{s}=8$$ s = 8 $$\,\hbox {TeV}$$ TeV
journal, July 2015

Aad, G.; Abbott, B.; Abdallah, J.
The European Physical Journal C, Vol. 75, Issue 7
DOI: 10.1140/epjc/s10052-015-3500-z

Measurement of charged-particle spectra in Pb+Pb collisions at s N N = 2.76 $$ \sqrt{s_{\mathrm{NN}}}=2.76 $$ TeV with the ATLAS detector at the LHC
journal, September 2015

Aad, G.; Abbott, B.; Abdallah, J.
Journal of High Energy Physics, Vol. 2015, Issue 9
DOI: 10.1007/JHEP09(2015)050

ColliderBit: a GAMBIT module for the calculation of high-energy collider observables and likelihoods
journal, November 2017

Balázs, Csaba; Buckley, Andy; Dal, Lars A.
The European Physical Journal C, Vol. 77, Issue 11
DOI: 10.1140/epjc/s10052-017-5285-8

The dipole formalism for the calculation of QCD jet cross sections at next-to-leading order
journal, June 1996

Catani, S.; Seymour, M. H.
Physics Letters B, Vol. 378, Issue 1-4
DOI: 10.1016/0370-2693(96)00425-X

QCD matrix elements + parton showers. The NLO case
journal, April 2013

Höche, Stefan; Krauss, Frank; Schönherr, Marek
Journal of High Energy Physics, Vol. 2013, Issue 4
DOI: 10.1007/JHEP04(2013)027

Flow analysis with cumulants: Direct calculations
journal, April 2011

Bilandzic, Ante; Snellings, Raimond; Voloshin, Sergei
Physical Review C, Vol. 83, Issue 4
DOI: 10.1103/PhysRevC.83.044913

Pion, Kaon, and Proton Production in Central Pb-Pb Collisions at $\sqrt{s_{NN}} = 2.76 TeV$
journal, December 2012

Abelev, B.; Adam, J.; Adamová, D.
Physical Review Letters, Vol. 109, Issue 25
DOI: 10.1103/PhysRevLett.109.252301

Event generator tunes obtained from underlying event and multiparton scattering measurements
journal, March 2016

Khachatryan, V.; Sirunyan, A. M.; Tumasyan, A.
The European Physical Journal C, Vol. 76, Issue 3
DOI: 10.1140/epjc/s10052-016-3988-x

Handbook of LHC Higgs Cross Sections: 3. Higgs Properties: Report of the LHC Higgs Cross Section Working Group
null, January 2013

Potter, C. T.; Mantler, H.; Lehti, S.
CERN
DOI: 10.5170/CERN-2013-004

Charged Meson Rapidity Distributions in Central $Au + Au$ Collisions at $\sqrt{s_{N N}} = 200 GeV$
journal, April 2005

Bearden, I. G.; Beavis, D.; Besliu, C.
Physical Review Letters, Vol. 94, Issue 16
DOI: 10.1103/PhysRevLett.94.162301

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Title: Robust Independent Validation of Experiment and Theory: Rivet version 3

Abstract

Citation Formats

Differential cross section measurements for the production of a W boson in association with jets in proton–proton collisions at s = 7 TeV journal, February 2015

A critical appraisal of NLO+PS matching methods journal, September 2012

Evidence for collectivity in pp collisions at the LHC journal, February 2017

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Corrigendum to “Multi-strange baryon production at mid-rapidity in Pb–Pb collisions at sNN=2.76 TeV” [Phys. Lett. B 728 (2014) 216-227] journal, June 2014

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Centrality evolution of the charged-particle pseudorapidity density over a broad pseudorapidity range in Pb–Pb collisions at s NN = 2.76 TeV journal, March 2016

Combination of differential D∗± cross-section measurements in deep-inelastic ep scattering at HERA journal, September 2015

Standard Model physics at the HL-LHC and HE-LHC text, January 2019

Diffractive dijet production with a leading proton in ep collisions at HERA journal, May 2015

Parton distributions for the LHC run II journal, April 2015

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Handbook of LHC Higgs Cross Sections: 4. Deciphering the Nature of the Higgs Sector report, October 2016

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Searches for scalar leptoquarks and differential cross-section measurements in dilepton–dijet events in proton–proton collisions at a centre-of-mass energy of $$\varvec{\sqrt{s}}$$s = 13 TeV with the ATLAS experiment journal, September 2019

Handbook of LHC Higgs cross sections: 4. Deciphering the nature of the Higgs sector text, May 2017

Electron reconstruction and identification in the ATLAS experiment using the 2015 and 2016 LHC proton–proton collision data at $$\sqrt{s} = 13$$ s = 13 $$\text {TeV}$$ TeV journal, August 2019

Reweighting a parton shower using a neural network: the final-state case journal, January 2019

Insight into particle production mechanisms via angular correlations of identified particles in pp collisions at $$\sqrt{\mathrm{s}}=7$$ s = 7 TeV journal, August 2017

Performance of missing transverse momentum reconstruction in proton-proton collisions at $\sqrt{s} = 7~\mbox{TeV}$ with ATLAS journal, January 2012

Tuning PYTHIA 8.1: the Monash 2013 tune journal, August 2014

Global fit of top quark effective theory to data journal, November 2015

Importance of a consistent choice of α S in the matching of AlpGen and Pythia journal, July 2012

The HepMC C++ Monte Carlo event record for High Energy Physics journal, February 2001

MadAnalysis 5, a user-friendly framework for collider phenomenology journal, January 2013

TopFitter: Fitting top-quark Wilson Coefficients to Run II data conference, August 2019

Combined collider constraints on neutralinos and charginos journal, May 2019

Phenomenology with a recoil-free jet axis: TMD fragmentation and the jet shape journal, January 2019

Anisotropic Flow of Charged Particles in Pb-Pb Collisions at s N N = 5.02 TeV journal, April 2016

Rivet user manual journal, December 2013

EPOS LHC: Test of collective hadronization with data measured at the CERN Large Hadron Collider journal, September 2015

Energy flow and charged particle spectra in deep inelastic scattering at HERA journal, September 1994

Measurements of differential cross sections of top quark pair production as a function of kinematic event variables in proton-proton collisions at s = 13 $$ \sqrt{s}=13 $$ TeV journal, June 2018

DELPHES 3: a modular framework for fast simulation of a generic collider experiment journal, February 2014

Measurement of the photon identification efficiencies with the ATLAS detector using LHC Run-1 data journal, December 2016

The Machine Learning landscape of top taggers journal, January 2019

Inclusive-jet photoproduction at HERA and determination of journal, November 2012

Diffractive photoproduction of dijets in ep collisions at HERA journal, April 2008

CheckMATE: Confronting your favourite new physics model with LHC data journal, February 2015

Tests of QCD factorisation in the diffractive production of dijets in deep-inelastic scattering and photoproduction at HERA journal, June 2007

Generic framework for anisotropic flow analyses with multiparticle azimuthal correlations journal, June 2014

Statistical Model for Electron-Positron Annihilation into Hadrons journal, March 1970

NLO QCD predictions for off-shell t t ¯ $$ t\overline{t} $$ and t t ¯ H $$ t\overline{t}H $$ production and decay at a linear collider journal, December 2016

Searches for vector-like quarks at future colliders and implications for composite Higgs models with dark matter journal, March 2018

Reports of my demise are greatly exaggerated: $N$-subjettiness taggers take on jet images journal, January 2019

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Natural SUSY endures journal, September 2012

An introduction to PYTHIA 8.2 journal, June 2015

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Accurate simulation of W, Z, and Higgs boson decays in Sherpa journal, February 2019

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Centrality dependence of the pseudorapidity density distribution for charged particles in Pb–Pb collisions at s NN = 5.02 TeV journal, September 2017

Measurement of the centrality dependence of the charged-particle pseudorapidity distribution in proton–lead collisions at $$\sqrt{s_{_\text {NN}}} = 5.02$$ s NN = 5.02 TeV with the ATLAS detector journal, April 2016

Full NLO corrections to 3-jet production and $$\mathbf {R_{32}}$$ R 32 at the LHC journal, April 2019

Centrality Dependence of the Charged-Particle Multiplicity Density at Midrapidity in Pb-Pb Collisions at s NN = 2.76 TeV journal, January 2011

Measurements of longitudinal and transverse momentum distributions for neutral pions in the forward-rapidity region with the LHCf detector journal, August 2016

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ColliderBit: a GAMBIT module for the calculation of high-energy collider observables and likelihoods journal, November 2017

The dipole formalism for the calculation of QCD jet cross sections at next-to-leading order journal, June 1996

QCD matrix elements + parton showers. The NLO case journal, April 2013

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Event generator tunes obtained from underlying event and multiparton scattering measurements journal, March 2016

Handbook of LHC Higgs Cross Sections: 3. Higgs Properties: Report of the LHC Higgs Cross Section Working Group null, January 2013

Differential cross section measurements for the production of a W boson in association with jets in proton–proton collisions at $\sqrt{s} = 7 TeV$
journal, February 2015

A critical appraisal of NLO+PS matching methods
journal, September 2012

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journal, February 2017

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journal, November 2009

Corrigendum to “Multi-strange baryon production at mid-rapidity in Pb–Pb collisions at sNN=2.76 TeV” [Phys. Lett. B 728 (2014) 216-227]
journal, June 2014

Differential top-antitop cross-section measurements as a function of observables constructed from final-state particles using pp collisions at s = 7 $$ \sqrt{s}=7 $$ TeV in the ATLAS detector
journal, June 2015

Charged-particle multiplicities in pp interactions measured with the ATLAS detector at the LHC
journal, May 2011

Centrality evolution of the charged-particle pseudorapidity density over a broad pseudorapidity range in Pb–Pb collisions at $\sqrt{s_{NN}} = 2.76 TeV$
journal, March 2016

Combination of differential D∗± cross-section measurements in deep-inelastic ep scattering at HERA
journal, September 2015

Standard Model physics at the HL-LHC and HE-LHC
text, January 2019

Diffractive dijet production with a leading proton in ep collisions at HERA
journal, May 2015

Parton distributions for the LHC run II
journal, April 2015

Performance of the CMS missing transverse momentum reconstruction in pp data at √ s = 8 TeV
journal, February 2015

Handbook of LHC Higgs Cross Sections: 4. Deciphering the Nature of the Higgs Sector
report, October 2016

Measurements of transverse energy flow in deep-inelastic scattering at HERA
journal, February 2000

Hard diffraction in photoproduction with Pythia 8
journal, May 2019

Boosted objects and jet substructure at the LHC. Report of BOOST2012, held at IFIC Valencia, 23rd–27th of July 2012
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Handbook of LHC Higgs cross sections: 4. Deciphering the nature of the Higgs sector
text, May 2017

Electron reconstruction and identification in the ATLAS experiment using the 2015 and 2016 LHC proton–proton collision data at $$\sqrt{s} = 13$$ s = 13 $$\text {TeV}$$ TeV
journal, August 2019

Reweighting a parton shower using a neural network: the final-state case
journal, January 2019

Insight into particle production mechanisms via angular correlations of identified particles in pp collisions at $$\sqrt{\mathrm{s}}=7$$ s = 7 TeV
journal, August 2017

Performance of missing transverse momentum reconstruction in proton-proton collisions at $\sqrt{s} = 7~\mbox{TeV}$ with ATLAS
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Tuning PYTHIA 8.1: the Monash 2013 tune
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Global fit of top quark effective theory to data
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Importance of a consistent choice of α S in the matching of AlpGen and Pythia
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conference, August 2019

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Phenomenology with a recoil-free jet axis: TMD fragmentation and the jet shape
journal, January 2019

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journal, September 2015

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journal, September 1994

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journal, February 2014

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journal, December 2016

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journal, January 2019

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journal, November 2012

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journal, April 2008

CheckMATE: Confronting your favourite new physics model with LHC data
journal, February 2015

Tests of QCD factorisation in the diffractive production of dijets in deep-inelastic scattering and photoproduction at HERA
journal, June 2007

Generic framework for anisotropic flow analyses with multiparticle azimuthal correlations
journal, June 2014

Statistical Model for Electron-Positron Annihilation into Hadrons
journal, March 1970

NLO QCD predictions for off-shell t t ¯ $$ t\overline{t} $$ and t t ¯ H $$ t\overline{t}H $$ production and decay at a linear collider
journal, December 2016

Searches for vector-like quarks at future colliders and implications for composite Higgs models with dark matter
journal, March 2018

Reports of my demise are greatly exaggerated: $N$-subjettiness taggers take on jet images
journal, January 2019

Muon reconstruction performance of the ATLAS detector in proton–proton collision data at $$\sqrt{s}$$ s =13 TeV
journal, May 2016

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journal, April 2016

Parton showers and matching uncertainties in top quark pair production with Herwig 7
journal, November 2019

Natural SUSY endures
journal, September 2012

An introduction to PYTHIA 8.2
journal, June 2015

Measurement of pion, kaon and proton production in proton–proton collisions at $$\sqrt{s} = 7$$ s = 7 TeV
journal, May 2015

Beam Energy Dependence of the Third Harmonic of Azimuthal Correlations in $Au + Au$ Collisions at RHIC
journal, March 2016

Measurement of detector-corrected observables sensitive to the anomalous production of events with jets and large missing transverse momentum in $$\varvec{pp}$$ p p collisions at $$\mathbf {\sqrt{s}=13}$$ s = 13 TeV using the ATLAS detector
journal, November 2017

Constraining new physics with collider measurements of Standard Model signatures
journal, March 2017

Accurate simulation of W, Z, and Higgs boson decays in Sherpa
journal, February 2019

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journal, April 2002

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conference, April 2019

Centrality dependence of the pseudorapidity density distribution for charged particles in Pb–Pb collisions at $\sqrt{s_{NN}} = 5.02 TeV$
journal, September 2017

Measurement of the centrality dependence of the charged-particle pseudorapidity distribution in proton–lead collisions at $$\sqrt{s_{_\text {NN}}} = 5.02$$ s NN = 5.02 TeV with the ATLAS detector
journal, April 2016

Full NLO corrections to 3-jet production and $$\mathbf {R_{32}}$$ R 32 at the LHC
journal, April 2019

Centrality Dependence of the Charged-Particle Multiplicity Density at Midrapidity in Pb-Pb Collisions at $\sqrt{s_{NN}} = 2.76 TeV$
journal, January 2011

Measurements of longitudinal and transverse momentum distributions for neutral pions in the forward-rapidity region with the LHCf detector
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Identification and energy calibration of hadronically decaying tau leptons with the ATLAS experiment in pp collisions at $$\sqrt{s}=8$$ s = 8 $$\,\hbox {TeV}$$ TeV
journal, July 2015

Measurement of charged-particle spectra in Pb+Pb collisions at s N N = 2.76 $$ \sqrt{s_{\mathrm{NN}}}=2.76 $$ TeV with the ATLAS detector at the LHC
journal, September 2015

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Handbook of LHC Higgs Cross Sections: 3. Higgs Properties: Report of the LHC Higgs Cross Section Working Group
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