skip to main content
DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Exploring the space of jets with CMS open data

Authors:
ORCiD logo; ; ORCiD logo; ORCiD logo; ORCiD logo
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1599516
Grant/Contract Number:  
SC0011090; SC0012567; SC0019128
Resource Type:
Published Article
Journal Name:
Physical Review D
Additional Journal Information:
Journal Name: Physical Review D Journal Volume: 101 Journal Issue: 3; Journal ID: ISSN 2470-0010
Publisher:
American Physical Society
Country of Publication:
United States
Language:
English

Citation Formats

Komiske, Patrick T., Mastandrea, Radha, Metodiev, Eric M., Naik, Preksha, and Thaler, Jesse. Exploring the space of jets with CMS open data. United States: N. p., 2020. Web. doi:10.1103/PhysRevD.101.034009.
Komiske, Patrick T., Mastandrea, Radha, Metodiev, Eric M., Naik, Preksha, & Thaler, Jesse. Exploring the space of jets with CMS open data. United States. doi:10.1103/PhysRevD.101.034009.
Komiske, Patrick T., Mastandrea, Radha, Metodiev, Eric M., Naik, Preksha, and Thaler, Jesse. Tue . "Exploring the space of jets with CMS open data". United States. doi:10.1103/PhysRevD.101.034009.
@article{osti_1599516,
title = {Exploring the space of jets with CMS open data},
author = {Komiske, Patrick T. and Mastandrea, Radha and Metodiev, Eric M. and Naik, Preksha and Thaler, Jesse},
abstractNote = {},
doi = {10.1103/PhysRevD.101.034009},
journal = {Physical Review D},
number = 3,
volume = 101,
place = {United States},
year = {2020},
month = {2}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
DOI: 10.1103/PhysRevD.101.034009

Save / Share:

Works referenced in this record:

Metric Space of Collider Events
journal, July 2019


Power corrections to event shapes with mass-dependent operators
journal, January 2013


The performance of the jet trigger for the ATLAS detector during 2011 data taking
journal, September 2016


Exposing the QCD Splitting Function with CMS Open Data
journal, September 2017


Energy flow networks: deep sets for particle jets
journal, January 2019

  • Komiske, Patrick T.; Metodiev, Eric M.; Thaler, Jesse
  • Journal of High Energy Physics, Vol. 2019, Issue 1
  • DOI: 10.1007/JHEP01(2019)121

Application of a Convolutional Neural Network for image classification for the analysis of collisions in High Energy Physics
journal, January 2019


Learning new physics from a machine
journal, January 2019


PyClustering: Data Mining Library
journal, April 2019


FastJet user manual: (for version 3.0.2)
journal, March 2012


Degenerate Systems and Mass Singularities
journal, March 1964


Energy flow polynomials: a complete linear basis for jet substructure
journal, April 2018

  • Komiske, Patrick T.; Metodiev, Eric M.; Thaler, Jesse
  • Journal of High Energy Physics, Vol. 2018, Issue 4
  • DOI: 10.1007/JHEP04(2018)013

Review of Particle Physics
journal, August 2018


Systematics of quark/gluon tagging
journal, July 2017

  • Gras, Philippe; Höche, Stefan; Kar, Deepak
  • Journal of High Energy Physics, Vol. 2017, Issue 7
  • DOI: 10.1007/JHEP07(2017)091

Identifying boosted objects with N-subjettiness
journal, March 2011


Jets and quantum field theory
journal, August 1996


Sudakov safety in perturbative QCD
journal, June 2015


Extending the search for new resonances with machine learning
journal, January 2019


Calculating track thrust with track functions
journal, August 2013


The CMS experiment at the CERN LHC
journal, August 2008


Spectral analysis of jet substructure with neural networks: boosted Higgs case
journal, October 2018

  • Lim, Sung Hak; Nojiri, Mihoko M.
  • Journal of High Energy Physics, Vol. 2018, Issue 10
  • DOI: 10.1007/JHEP10(2018)181

/Jet/Run2011A-v1/RAW
dataset, January 2019


Prescribing a System of Random Variables by Conditional Distributions
journal, January 1970

  • Dobrushin, R. L.
  • Theory of Probability & Its Applications, Vol. 15, Issue 3
  • DOI: 10.1137/1115049

Superinclusive cross sections
journal, March 1978


CMS luminosity information, for 2011 CMS open data
null, January 2017


Maximizing boosted top identification by minimizing N-subjettiness
journal, February 2012


Determination of jet energy calibration and transverse momentum resolution in CMS
journal, November 2011


Evidence for Jet Structure in Hadron Production by e + e Annihilation
journal, December 1975


Energy correlation functions for jet substructure
journal, June 2013

  • Larkoski, Andrew J.; Salam, Gavin P.; Thaler, Jesse
  • Journal of High Energy Physics, Vol. 2013, Issue 6
  • DOI: 10.1007/JHEP06(2013)108

New angles on energy correlation functions
journal, December 2016

  • Moult, Ian; Necib, Lina; Thaler, Jesse
  • Journal of High Energy Physics, Vol. 2016, Issue 12
  • DOI: 10.1007/JHEP12(2016)153

Searching in CMS open data for dimuon resonances with substantial transverse momentum
journal, July 2019


Calculating the charge of a jet
journal, November 2012


Entropy of a Jet
journal, September 2019


Slow and steady
journal, August 2019


Calculating Track-Based Observables for the LHC
journal, September 2013


Searches for new particles using cone and cluster jet algorithms: a comparative study
journal, March 1994

  • Seymour, Michael H.
  • Zeitschrift für Physik C Particles and Fields, Vol. 62, Issue 1
  • DOI: 10.1007/BF01559532

Jet Charge at the LHC
journal, May 2013


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


<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2011-01-01">January 2011</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Field, R.</span> </li> <li> Acta Physica Polonica B, Vol. 42, Issue 12</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.5506/APhysPolB.42.2631" class="text-muted" target="_blank" rel="noopener noreferrer">10.5506/APhysPolB.42.2631<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1140/epjc/s10052-019-6787-3" target="_blank" rel="noopener noreferrer" class="name">Guiding new physics searches with unsupervised learning<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2019-03-29">March 2019</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> De Simone, Andrea; Jacques, Thomas</span> </li> <li> The European Physical Journal C, Vol. 79, Issue 4</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1140/epjc/s10052-019-6787-3" class="text-muted" target="_blank" rel="noopener noreferrer">10.1140/epjc/s10052-019-6787-3<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.5281/zenodo.3340205" target="_blank" rel="noopener noreferrer" class="name">CMS 2011A Open Data | Jet Primary Dataset | pT > 375 GeV | MOD HDF5 Format<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">dataset</span>, <span class="date" data-date="2019-01-01">January 2019</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Komiske, Patrick; Mastandrea, Radha; Metodiev, Eric</span> </li> <li> Zenodo</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.5281/zenodo.3340205" class="text-muted" target="_blank" rel="noopener noreferrer">10.5281/zenodo.3340205<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1016/j.nuclphysb.2013.06.025" target="_blank" rel="noopener noreferrer" class="name">Average gluon and quark jet multiplicities at higher orders<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2013-10-01">October 2013</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Bolzoni, Paolo; Kniehl, Bernd A.; Kotikov, Anatoly V.</span> </li> <li> Nuclear Physics B, Vol. 875, Issue 1</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1016/j.nuclphysb.2013.06.025" class="text-muted" target="_blank" rel="noopener noreferrer">10.1016/j.nuclphysb.2013.06.025<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/PhysRevD.96.074003" target="_blank" rel="noopener noreferrer" class="name">Jet substructure studies with CMS open data<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2017-10-01">October 2017</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Tripathee, Aashish; Xue, Wei; Larkoski, Andrew</span> </li> <li> Physical Review D, Vol. 96, Issue 7</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/PhysRevD.96.074003" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/PhysRevD.96.074003<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1007/JHEP10(2018)116" target="_blank" rel="noopener noreferrer" class="name">Localized 4σ and 5σ dijet mass excesses in ALEPH LEP2 four-jet events<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2018-10-01">October 2018</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Kile, Jennifer; von Wimmersperg-Toeller, Julian</span> </li> <li> Journal of High Energy Physics, Vol. 2018, Issue 10</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1007/JHEP10(2018)116" class="text-muted" target="_blank" rel="noopener noreferrer">10.1007/JHEP10(2018)116<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1007/JHEP07(2019)135" target="_blank" rel="noopener noreferrer" class="name">Interpretable deep learning for two-prong jet classification with jet spectra<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2019-07-01">July 2019</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Chakraborty, Amit; Lim, Sung Hak; Nojiri, Mihoko M.</span> </li> <li> Journal of High Energy Physics, Vol. 2019, Issue 7</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1007/JHEP07(2019)135" class="text-muted" target="_blank" rel="noopener noreferrer">10.1007/JHEP07(2019)135<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1007/JHEP03(2019)104" target="_blank" rel="noopener noreferrer" class="name">Aspects of track-assisted mass<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2019-03-01">March 2019</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Elder, Benjamin T.; Thaler, Jesse</span> </li> <li> Journal of High Energy Physics, Vol. 2019, Issue 3</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1007/JHEP03(2019)104" class="text-muted" target="_blank" rel="noopener noreferrer">10.1007/JHEP03(2019)104<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1007/JHEP06(2012)160" target="_blank" rel="noopener noreferrer" class="name">Shape, transverse size, and charged-hadron multiplicity of jets in pp collisions at $ \sqrt{s}=7\;TeV $<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2012-06-01">June 2012</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Chatrchyan, S.; Khachatryan, V.; Sirunyan, A. M.</span> </li> <li> Journal of High Energy Physics, Vol. 2012, Issue 6</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1007/JHEP06(2012)160" class="text-muted" target="_blank" rel="noopener noreferrer">10.1007/JHEP06(2012)160<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1016/0550-3213(76)90542-3" target="_blank" rel="noopener noreferrer" class="name">Search for gluons in e+e− annihilation<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="1976-08-01">August 1976</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Ellis, John; Gaillard, Mary K.; Ross, Graham G.</span> </li> <li> Nuclear Physics B, Vol. 111, Issue 2</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1016/0550-3213(76)90542-3" class="text-muted" target="_blank" rel="noopener noreferrer">10.1016/0550-3213(76)90542-3<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.7483/OPENDATA.CMS.I8HN.DF32" target="_blank" rel="noopener noreferrer" class="name">MinimumBias primary dataset sample in RAW format from RunA of 2011 (from /MinimumBias/Run2011A-v1/RAW)<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">dataset</span>, <span class="date" data-date="2017-01-01">January 2017</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Collaboration, Cms</span> </li> <li> CERN Open Data Portal</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.7483/OPENDATA.CMS.I8HN.DF32" class="text-muted" target="_blank" rel="noopener noreferrer">10.7483/OPENDATA.CMS.I8HN.DF32<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/PhysRevLett.39.1436" target="_blank" rel="noopener noreferrer" class="name">Jets from Quantum Chromodynamics<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="1977-12-01">December 1977</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Sterman, George; Weinberg, Steven</span> </li> <li> Physical Review Letters, Vol. 39, Issue 23</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/PhysRevLett.39.1436" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/PhysRevLett.39.1436<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.7483/OPENDATA.CMS.EJT7.KSAY" target="_blank" rel="noopener noreferrer" class="name">Simulated dataset QCD_Pt-600to800_TuneZ2_7TeV_pythia6 in AODSIM format for 2011 collision data (SM Exclusive)<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">null</span>, <span class="date" data-date="2016-01-01">January 2016</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Collaboration, Cms</span> </li> <li> CERN Open Data Portal</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.7483/OPENDATA.CMS.EJT7.KSAY" class="text-muted" target="_blank" rel="noopener noreferrer">10.7483/OPENDATA.CMS.EJT7.KSAY<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1088/1748-0221/12/10/P10003" target="_blank" rel="noopener noreferrer" class="name">Particle-flow reconstruction and global event description with the CMS detector<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2017-10-01">October 2017</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Sirunyan, A. M.; Tumasyan, A.; Adam, W.</span> </li> <li> Journal of Instrumentation, Vol. 12, Issue 10</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1088/1748-0221/12/10/P10003" class="text-muted" target="_blank" rel="noopener noreferrer">10.1088/1748-0221/12/10/P10003<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.7483/OPENDATA.CMS.RC9V.B5KX" target="_blank" rel="noopener noreferrer" class="name">Simulated dataset QCD_Pt-1400to1800_TuneZ2_7TeV_pythia6 in AODSIM format for 2011 collision data (SM Exclusive)<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">null</span>, <span class="date" data-date="2016-01-01">January 2016</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Collaboration, Cms</span> </li> <li> CERN Open Data Portal</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.7483/OPENDATA.CMS.RC9V.B5KX" class="text-muted" target="_blank" rel="noopener noreferrer">10.7483/OPENDATA.CMS.RC9V.B5KX<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1016/j.physletb.2014.01.034" target="_blank" rel="noopener noreferrer" class="name">Phenomenology of threshold corrections for inclusive jet production at hadron colliders<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2014-03-01">March 2014</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Kumar, M. C.; Moch, S.</span> </li> <li> Physics Letters B, Vol. 730</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1016/j.physletb.2014.01.034" class="text-muted" target="_blank" rel="noopener noreferrer">10.1016/j.physletb.2014.01.034<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.21468/SciPostPhys.6.3.030" target="_blank" rel="noopener noreferrer" class="name">QCD or what?<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2019-01-01">January 2019</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Heimel, Theo; Kasieczka, Gregor; Plehn, Tilman</span> </li> <li> SciPost Physics, Vol. 6, Issue 3</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.21468/SciPostPhys.6.3.030" class="text-muted" target="_blank" rel="noopener noreferrer">10.21468/SciPostPhys.6.3.030<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.7483/OPENDATA.CMS.QJND.HA88" target="_blank" rel="noopener noreferrer" class="name">Simulated dataset QCD_Pt-120to170_TuneZ2_7TeV_pythia6 in AODSIM format for 2011 collision data (SM Exclusive)<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">null</span>, <span class="date" data-date="2016-01-01">January 2016</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Collaboration, Cms</span> </li> <li> CERN Open Data Portal</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.7483/OPENDATA.CMS.QJND.HA88" class="text-muted" target="_blank" rel="noopener noreferrer">10.7483/OPENDATA.CMS.QJND.HA88<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1088/1126-6708/2008/04/063" target="_blank" rel="noopener noreferrer" class="name">The anti- <em>k</em> <sub> <em>t</em> </sub> jet clustering algorithm<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2008-04-01">April 2008</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Cacciari, Matteo; Salam, Gavin P.; Soyez, Gregory</span> </li> <li> Journal of High Energy Physics, Vol. 2008, Issue 04</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1088/1126-6708/2008/04/063" class="text-muted" target="_blank" rel="noopener noreferrer">10.1088/1126-6708/2008/04/063<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.7483/OPENDATA.CMS.96U2.3YAH" target="_blank" rel="noopener noreferrer" class="name">Simulated dataset QCD_Pt-1000to1400_TuneZ2_7TeV_pythia6 in AODSIM format for 2011 collision data (SM Exclusive)<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">null</span>, <span class="date" data-date="2016-01-01">January 2016</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Collaboration, Cms</span> </li> <li> CERN Open Data Portal</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.7483/OPENDATA.CMS.96U2.3YAH" class="text-muted" target="_blank" rel="noopener noreferrer">10.7483/OPENDATA.CMS.96U2.3YAH<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1109/34.192468" target="_blank" rel="noopener noreferrer" class="name">A unified approach to the change of resolution: space and gray-level<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="1989-07-01">July 1989</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Peleg, S.; Werman, M.; Rom, H.</span> </li> <li> IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 11, Issue 7</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1109/34.192468" class="text-muted" target="_blank" rel="noopener noreferrer">10.1109/34.192468<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.7483/OPENDATA.CMS.BKTD.SGJX" target="_blank" rel="noopener noreferrer" class="name">Simulated dataset QCD_Pt-470to600_TuneZ2_7TeV_pythia6 in AODSIM format for 2011 collision data (SM Exclusive)<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">null</span>, <span class="date" data-date="2016-01-01">January 2016</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Collaboration, Cms</span> </li> <li> CERN Open Data Portal</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.7483/OPENDATA.CMS.BKTD.SGJX" class="text-muted" target="_blank" rel="noopener noreferrer">10.7483/OPENDATA.CMS.BKTD.SGJX<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/PhysRevD.96.074034" target="_blank" rel="noopener noreferrer" class="name">Decorrelated jet substructure tagging using adversarial neural networks<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2017-10-01">October 2017</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Shimmin, Chase; Sadowski, Peter; Baldi, Pierre</span> </li> <li> Physical Review D, Vol. 96, Issue 7</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/PhysRevD.96.074034" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/PhysRevD.96.074034<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/PhysRevLett.120.142302" target="_blank" rel="noopener noreferrer" class="name">Measurement of the Splitting Function in <math display="inline"> <mi>p</mi> <mi>p</mi> </math> and Pb-Pb Collisions at <math display="inline"> <mrow> <msqrt> <mrow> <msub> <mrow> <mi>s</mi> </mrow> <mrow> <mi>N</mi> <mi>N</mi> </mrow> </msub> </mrow> </msqrt> <mo>=</mo> <mn>5.02</mn> <mtext> </mtext> <mtext> </mtext> <mi>TeV</mi> </mrow> </math><span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2018-04-01">April 2018</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Sirunyan, A. M.; Tumasyan, A.; Adam, W.</span> </li> <li> Physical Review Letters, Vol. 120, Issue 14</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/PhysRevLett.120.142302" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/PhysRevLett.120.142302<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1016/j.nuclphysa.2017.07.004" target="_blank" rel="noopener noreferrer" class="name">Measurement of the Shared Momentum Fraction z g using Jet Reconstruction in p + p and Au + Au Collisions with STAR<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2017-11-01">November 2017</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Kauder, K.</span> </li> <li> Nuclear Physics A, Vol. 967</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1016/j.nuclphysa.2017.07.004" class="text-muted" target="_blank" rel="noopener noreferrer">10.1016/j.nuclphysa.2017.07.004<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1007/JHEP12(2014)009" target="_blank" rel="noopener noreferrer" class="name">Power counting to better jet observables<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2014-12-01">December 2014</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Larkoski, Andrew J.; Moult, Ian; Neill, Duff</span> </li> <li> Journal of High Energy Physics, Vol. 2014, Issue 12</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1007/JHEP12(2014)009" class="text-muted" target="_blank" rel="noopener noreferrer">10.1007/JHEP12(2014)009<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1016/0550-3213(93)90166-M" target="_blank" rel="noopener noreferrer" class="name">Longitudinally-invariant k⊥-clustering algorithms for hadron-hadron collisions<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="1993-09-01">September 1993</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Catani, S.; Dokshitzer, Yu. L.; Seymour, M. H.</span> </li> <li> Nuclear Physics B, Vol. 406, Issue 1-2</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1016/0550-3213(93)90166-M" class="text-muted" target="_blank" rel="noopener noreferrer">10.1016/0550-3213(93)90166-M<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/PhysRevD.20.2759" target="_blank" rel="noopener noreferrer" class="name">Tensor analysis of hadronic jets in quantum chromodynamics<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="1979-12-01">December 1979</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Donoghue, John F.; Low, F. E.; Pi, So-Young</span> </li> <li> Physical Review D, Vol. 20, Issue 11</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/PhysRevD.20.2759" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/PhysRevD.20.2759<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1088/1126-6708/2006/05/026" target="_blank" rel="noopener noreferrer" class="name">PYTHIA 6.4 physics and manual<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2006-05-01">May 2006</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Sjöstrand, Torbjörn; Mrenna, Stephen; Skands, Peter</span> </li> <li> Journal of High Energy Physics, Vol. 2006, Issue 05</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1088/1126-6708/2006/05/026" class="text-muted" target="_blank" rel="noopener noreferrer">10.1088/1126-6708/2006/05/026<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1140/epjc/s10052-011-1661-y" target="_blank" rel="noopener noreferrer" class="name">Boosted objects: a probe of beyond the standard model physics<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2011-06-01">June 2011</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Abdesselam, A.; Belyaev, A.; Kuutmann, E. Bergeaas</span> </li> <li> The European Physical Journal C, Vol. 71, Issue 6</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1140/epjc/s10052-011-1661-y" class="text-muted" target="_blank" rel="noopener noreferrer">10.1140/epjc/s10052-011-1661-y<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1063/1.1724268" target="_blank" rel="noopener noreferrer" class="name">Mass Singularities of Feynman Amplitudes<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="1962-07-01">July 1962</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Kinoshita, Toichiro</span> </li> <li> Journal of Mathematical Physics, Vol. 3, Issue 4</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1063/1.1724268" class="text-muted" target="_blank" rel="noopener noreferrer">10.1063/1.1724268<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1007/JHEP11(2017)163" target="_blank" rel="noopener noreferrer" class="name">A generic anti-QCD jet tagger<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2017-11-01">November 2017</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Aguilar-Saavedra, J. A.; Collins, Jack; Mishra, Rashmish K.</span> </li> <li> Journal of High Energy Physics, Vol. 2017, Issue 11</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1007/JHEP11(2017)163" class="text-muted" target="_blank" rel="noopener noreferrer">10.1007/JHEP11(2017)163<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1007/BF02614365" target="_blank" rel="noopener noreferrer" class="name">A polynomial time primal network simplex algorithm for minimum cost flows<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="1997-08-01">August 1997</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Orlin, James B.</span> </li> <li> Mathematical Programming, Vol. 78, Issue 2</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1007/BF02614365" class="text-muted" target="_blank" rel="noopener noreferrer">10.1007/BF02614365<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1142/S0217751X97002899" target="_blank" rel="noopener noreferrer" class="name">Measuring Multijet Structure of Hadronic Energy Flow or, What <em>is</em> a jet?<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="1997-12-10">December 1997</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Tkachov, Fyodor V.</span> </li> <li> International Journal of Modern Physics A, Vol. 12, Issue 30</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1142/S0217751X97002899" class="text-muted" target="_blank" rel="noopener noreferrer">10.1142/S0217751X97002899<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1016/0550-3213(81)90286-8" target="_blank" rel="noopener noreferrer" class="name">Transverse momentum moments of hadron distributions in QCD jets<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="1981-11-01">November 1981</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Rakow, P. E. L.; Webber, B. R.</span> </li> <li> Nuclear Physics B, Vol. 191, Issue 1</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1016/0550-3213(81)90286-8" class="text-muted" target="_blank" rel="noopener noreferrer">10.1016/0550-3213(81)90286-8<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/RevModPhys.91.045003" target="_blank" rel="noopener noreferrer" class="name">Jet substructure at the Large Hadron Collider<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2019-12-01">December 2019</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Kogler, Roman; Nachman, Benjamin; Schmidt, Alexander</span> </li> <li> Reviews of Modern Physics, Vol. 91, Issue 4</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/RevModPhys.91.045003" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/RevModPhys.91.045003<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1088/1361-6471/ab33a9" target="_blank" rel="noopener noreferrer" class="name">Explicit jet veto as a tool to purify the underlying event in the Drell–Yan process using CMS Open Data<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2019-08-08">August 2019</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Mehdiabadi, Saeid Paktinat; Fahim, Ali</span> </li> <li> Journal of Physics G: Nuclear and Particle Physics, Vol. 46, Issue 9</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1088/1361-6471/ab33a9" class="text-muted" target="_blank" rel="noopener noreferrer">10.1088/1361-6471/ab33a9<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.7483/OPENDATA.CMS.972P.PY4C" target="_blank" rel="noopener noreferrer" class="name">Simulated dataset QCD_Pt-5to15_TuneZ2_7TeV_pythia6 in AODSIM format for 2011 collision data (SM Exclusive)<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">null</span>, <span class="date" data-date="2016-01-01">January 2016</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Collaboration, Cms</span> </li> <li> CERN Open Data Portal</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.7483/OPENDATA.CMS.972P.PY4C" class="text-muted" target="_blank" rel="noopener noreferrer">10.7483/OPENDATA.CMS.972P.PY4C<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1140/epjc/s10052-014-2792-8" target="_blank" rel="noopener noreferrer" class="name">Boosted objects and jet substructure at the LHC. Report of BOOST2012, held at IFIC Valencia, 23rd–27th of July 2012<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2014-03-01">March 2014</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Altheimer, A.; Arce, A.; Asquith, L.</span> </li> <li> The European Physical Journal C, Vol. 74, Issue 3</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1140/epjc/s10052-014-2792-8" class="text-muted" target="_blank" rel="noopener noreferrer">10.1140/epjc/s10052-014-2792-8<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/PhysRevLett.39.1587" target="_blank" rel="noopener noreferrer" class="name">Quantum Chromodynamics Test for Jets<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="1977-12-01">December 1977</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Farhi, Edward</span> </li> <li> Physical Review Letters, Vol. 39, Issue 25</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/PhysRevLett.39.1587" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/PhysRevLett.39.1587<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/PhysRevLett.109.242002" target="_blank" rel="noopener noreferrer" class="name">Gluon- and Quark-Jet Multiplicities with NNNLO and NNLL Accuracy<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2012-12-01">December 2012</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Bolzoni, P.; Kniehl, B. A.; Kotikov, A. V.</span> </li> <li> Physical Review Letters, Vol. 109, Issue 24</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/PhysRevLett.109.242002" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/PhysRevLett.109.242002<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/PhysRevD.100.114015" target="_blank" rel="noopener noreferrer" class="name">Single-jet inclusive cross section and its definition<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2019-12-01">December 2019</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Cacciari, Matteo; Forte, Stefano; Napoletano, Davide</span> </li> <li> Physical Review D, Vol. 100, Issue 11</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/PhysRevD.100.114015" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/PhysRevD.100.114015<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1007/BF01580615" target="_blank" rel="noopener noreferrer" class="name">Polynomial dual network simplex algorithms<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="1993-06-01">June 1993</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Orlin, James B.; Plotkin, Serge A.; Tardos, Éva</span> </li> <li> Mathematical Programming, Vol. 60, Issue 1-3</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1007/BF01580615" class="text-muted" target="_blank" rel="noopener noreferrer">10.1007/BF01580615<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1088/1126-6708/2007/05/033" target="_blank" rel="noopener noreferrer" class="name">Reconstructing sparticle mass spectra using hadronic decays<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2007-05-01">May 2007</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Butterworth, Jonathan M.; Ellis, John R.; Raklev, Are R.</span> </li> <li> Journal of High Energy Physics, Vol. 2007, Issue 05</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1088/1126-6708/2007/05/033" class="text-muted" target="_blank" rel="noopener noreferrer">10.1088/1126-6708/2007/05/033<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/PhysRevD.48.3160" target="_blank" rel="noopener noreferrer" class="name">Successive combination jet algorithm for hadron collisions<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="1993-10-01">October 1993</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Ellis, Stephen D.; Soper, Davison E.</span> </li> <li> Physical Review D, Vol. 48, Issue 7</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/PhysRevD.48.3160" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/PhysRevD.48.3160<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1088/1748-0221/15/01/P01009" target="_blank" rel="noopener noreferrer" class="name">Opportunities and challenges of Standard Model production cross section measurements in proton-proton collisions at √ <em>s</em> =8 TeV using CMS Open Data<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2020-01-01">January 2020</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Apyan, A.; Cuozzo, W.; Klute, M.</span> </li> <li> Journal of Instrumentation, Vol. 15, Issue 01</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1088/1748-0221/15/01/P01009" class="text-muted" target="_blank" rel="noopener noreferrer">10.1088/1748-0221/15/01/P01009<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1007/BF02614369" target="_blank" rel="noopener noreferrer" class="name">Dynamic trees as search trees via euler tours, applied to the network simplex algorithm<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="1997-08-01">August 1997</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Tarjan, Robert E.</span> </li> <li> Mathematical Programming, Vol. 78, Issue 2</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1007/BF02614369" class="text-muted" target="_blank" rel="noopener noreferrer">10.1007/BF02614369<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/PhysRevLett.100.242001" target="_blank" rel="noopener noreferrer" class="name">Jet Substructure as a New Higgs-Search Channel at the Large Hadron Collider<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2008-06-01">June 2008</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Butterworth, Jonathan M.; Davison, Adam R.; Rubin, Mathieu</span> </li> <li> Physical Review Letters, Vol. 100, Issue 24</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/PhysRevLett.100.242001" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/PhysRevLett.100.242001<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1007/s10994-011-5273-4" target="_blank" rel="noopener noreferrer" class="name">Visualizing non-metric similarities in multiple maps<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2011-12-17">December 2011</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> van der Maaten, Laurens; Hinton, Geoffrey</span> </li> <li> Machine Learning, Vol. 87, Issue 1</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1007/s10994-011-5273-4" class="text-muted" target="_blank" rel="noopener noreferrer">10.1007/s10994-011-5273-4<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/PhysRevLett.39.1237" target="_blank" rel="noopener noreferrer" class="name">Simple Quantum-Chromodynamics Prediction of Jet Structure in <math display="inline"> <mrow> <msup> <mrow> <mi>e</mi> </mrow> <mrow> <mo>+</mo> </mrow> </msup> </mrow> <mrow> <msup> <mrow> <mi>e</mi> </mrow> <mrow> <mo>−</mo> </mrow> </msup> </mrow> </math> Annihilation<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="1977-11-01">November 1977</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Georgi, Howard; Machacek, Marie</span> </li> <li> Physical Review Letters, Vol. 39, Issue 20</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/PhysRevLett.39.1237" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/PhysRevLett.39.1237<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1007/JHEP05(2014)146" target="_blank" rel="noopener noreferrer" class="name">Soft drop<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2014-05-01">May 2014</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Larkoski, Andrew J.; Marzani, Simone; Soyez, Gregory</span> </li> <li> Journal of High Energy Physics, Vol. 2014, Issue 5</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1007/JHEP05(2014)146" class="text-muted" target="_blank" rel="noopener noreferrer">10.1007/JHEP05(2014)146<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1088/0954-3899/39/6/063001" target="_blank" rel="noopener noreferrer" class="name">Jet substructure at the Tevatron and LHC: new results, new tools, new benchmarks<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2012-05-03">May 2012</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Altheimer, A.; Arora, S.; Asquith, L.</span> </li> <li> Journal of Physics G: Nuclear and Particle Physics, Vol. 39, Issue 6</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1088/0954-3899/39/6/063001" class="text-muted" target="_blank" rel="noopener noreferrer">10.1088/0954-3899/39/6/063001<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1088/1126-6708/2008/04/005" target="_blank" rel="noopener noreferrer" class="name">The catchment area of jets<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2008-04-01">April 2008</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Cacciari, Matteo; Salam, Gavin P.; Soyez, Gregory</span> </li> <li> Journal of High Energy Physics, Vol. 2008, Issue 04</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1088/1126-6708/2008/04/005" class="text-muted" target="_blank" rel="noopener noreferrer">10.1088/1126-6708/2008/04/005<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/PhysRevD.83.052003" target="_blank" rel="noopener noreferrer" class="name">Study of jet shapes in inclusive jet production in <math display="inline"> <mi>p</mi> <mi>p</mi> </math> collisions at <math display="inline"> <msqrt> <mi>s</mi> </msqrt> <mo>=</mo> <mn>7</mn> <mtext> </mtext> <mtext> </mtext> <mi>TeV</mi> </math> using the ATLAS detector<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2011-03-01">March 2011</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Aad, G.; Abbott, B.; Abdallah, J.</span> </li> <li> Physical Review D, Vol. 83, Issue 5</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/PhysRevD.83.052003" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/PhysRevD.83.052003<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1007/JHEP05(2016)156" target="_blank" rel="noopener noreferrer" class="name">Thinking outside the ROCs: Designing Decorrelated Taggers (DDT) for jet substructure<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2016-05-01">May 2016</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Dolen, James; Harris, Philip; Marzani, Simone</span> </li> <li> Journal of High Energy Physics, Vol. 2016, Issue 5</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1007/JHEP05(2016)156" class="text-muted" target="_blank" rel="noopener noreferrer">10.1007/JHEP05(2016)156<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/PhysRevLett.50.346" target="_blank" rel="noopener noreferrer" class="name">Characterization of Strange Attractors<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="1983-01-01">January 1983</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Grassberger, Peter; Procaccia, Itamar</span> </li> <li> Physical Review Letters, Vol. 50, Issue 5</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/PhysRevLett.50.346" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/PhysRevLett.50.346<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.7483/OPENDATA.CMS.3Q75.7835" target="_blank" rel="noopener noreferrer" class="name">CMS list of validated runs for primary datasets of 2011 data taking<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">null</span>, <span class="date" data-date="2016-01-01">January 2016</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Collaboration, Cms</span> </li> <li> CERN Open Data Portal</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.7483/OPENDATA.CMS.3Q75.7835" class="text-muted" target="_blank" rel="noopener noreferrer">10.7483/OPENDATA.CMS.3Q75.7835<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/PhysRevD.68.014012" target="_blank" rel="noopener noreferrer" class="name">Event shape–energy flow correlations<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2003-07-01">July 2003</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Berger, Carola F.; Kúcs, Tibor; Sterman, George</span> </li> <li> Physical Review D, Vol. 68, Issue 1</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/PhysRevD.68.014012" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/PhysRevD.68.014012<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1038/s41567-018-0342-2" target="_blank" rel="noopener noreferrer" class="name">Open is not enough<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2018-11-15">November 2018</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Chen, Xiaoli; Dallmeier-Tiessen, Sünje; Dasler, Robin</span> </li> <li> Nature Physics, Vol. 15, Issue 2</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1038/s41567-018-0342-2" class="text-muted" target="_blank" rel="noopener noreferrer">10.1038/s41567-018-0342-2<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.7483/OPENDATA.CMS.X3XQ.USQR" target="_blank" rel="noopener noreferrer" class="name">Simulated dataset QCD_Pt-300to470_TuneZ2_7TeV_pythia6 in AODSIM format for 2011 collision data (SM Exclusive)<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">null</span>, <span class="date" data-date="2016-01-01">January 2016</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Collaboration, Cms</span> </li> <li> CERN Open Data Portal</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.7483/OPENDATA.CMS.X3XQ.USQR" class="text-muted" target="_blank" rel="noopener noreferrer">10.7483/OPENDATA.CMS.X3XQ.USQR<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/PhysRevD.44.2025" target="_blank" rel="noopener noreferrer" class="name">How to tell quark jets from gluon jets<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="1991-10-01">October 1991</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Pumplin, Jon</span> </li> <li> Physical Review D, Vol. 44, Issue 7</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/PhysRevD.44.2025" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/PhysRevD.44.2025<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/PhysRevD.65.096014" target="_blank" rel="noopener noreferrer" class="name"><math display="inline"> <mi>WW</mi> </math> scattering at the CERN LHC<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2002-05-01">May 2002</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Butterworth, J. M.; Cox, B. E.; Forshaw, J. R.</span> </li> <li> Physical Review D, Vol. 65, Issue 9</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/PhysRevD.65.096014" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/PhysRevD.65.096014<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1103/PhysRevLett.121.241803" target="_blank" rel="noopener noreferrer" class="name">Anomaly Detection for Resonant New Physics with Machine Learning<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2018-12-01">December 2018</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Collins, Jack; Howe, Kiel; Nachman, Benjamin</span> </li> <li> Physical Review Letters, Vol. 121, Issue 24</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1103/PhysRevLett.121.241803" class="text-muted" target="_blank" rel="noopener noreferrer">10.1103/PhysRevLett.121.241803<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1007/JHEP12(2019)120" target="_blank" rel="noopener noreferrer" class="name">Testing non-standard sources of parity violation in jets at the LHC, trialled with CMS Open Data<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2019-12-01">December 2019</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Lester, Christopher G.; Schott, Matthias</span> </li> <li> Journal of High Energy Physics, Vol. 2019, Issue 12</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1007/JHEP12(2019)120" class="text-muted" target="_blank" rel="noopener noreferrer">10.1007/JHEP12(2019)120<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1140/epjc/s10052-015-3267-2" target="_blank" rel="noopener noreferrer" class="name">SoftKiller, a particle-level pileup removal method<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2015-02-01">February 2015</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Cacciari, Matteo; Salam, Gavin P.; Soyez, Gregory</span> </li> <li> The European Physical Journal C, Vol. 75, Issue 2</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1140/epjc/s10052-015-3267-2" class="text-muted" target="_blank" rel="noopener noreferrer">10.1140/epjc/s10052-015-3267-2<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.7483/OPENDATA.CMS.3S7F.2E9W" target="_blank" rel="noopener noreferrer" class="name">Jet primary dataset in AOD format from RunB of 2010 (/Jet/Run2010B-Apr21ReReco-v1/AOD)<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">dataset</span>, <span class="date" data-date="2014-01-01">January 2014</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Chatrchyan, Serguei; Khachatryan, Vardan; Sirunyan, Albert M.</span> </li> <li> CERN Open Data Portal</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.7483/OPENDATA.CMS.3S7F.2E9W" class="text-muted" target="_blank" rel="noopener noreferrer">10.7483/OPENDATA.CMS.3S7F.2E9W<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1016/j.cpc.2015.01.024" target="_blank" rel="noopener noreferrer" class="name">An introduction to PYTHIA 8.2<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2015-06-01">June 2015</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Sjöstrand, Torbjörn; Ask, Stefan; Christiansen, Jesper R.</span> </li> <li> Computer Physics Communications, Vol. 191</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1016/j.cpc.2015.01.024" class="text-muted" target="_blank" rel="noopener noreferrer">10.1016/j.cpc.2015.01.024<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1007/JHEP05(2018)002" target="_blank" rel="noopener noreferrer" class="name">Convolved substructure: analytically decorrelating jet substructure observables<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2018-05-01">May 2018</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Moult, Ian; Nachman, Benjamin; Neill, Duff</span> </li> <li> Journal of High Energy Physics, Vol. 2018, Issue 5</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1007/JHEP05(2018)002" class="text-muted" target="_blank" rel="noopener noreferrer">10.1007/JHEP05(2018)002<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1016/S0168-9002(03)01368-8" target="_blank" rel="noopener noreferrer" class="name">Geant4—a simulation toolkit<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2003-07-01">July 2003</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Agostinelli, S.; Allison, J.; Amako, K.</span> </li> <li> Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 506, Issue 3</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1016/S0168-9002(03)01368-8" class="text-muted" target="_blank" rel="noopener noreferrer">10.1016/S0168-9002(03)01368-8<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1007/JHEP09(2013)029" target="_blank" rel="noopener noreferrer" class="name">Towards an understanding of jet substructure<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2013-09-01">September 2013</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Dasgupta, Mrinal; Fregoso, Alessandro; Marzani, Simone</span> </li> <li> Journal of High Energy Physics, Vol. 2013, Issue 9</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1007/JHEP09(2013)029" class="text-muted" target="_blank" rel="noopener noreferrer">10.1007/JHEP09(2013)029<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.7483/OPENDATA.CMS.WKRR.DCJP" target="_blank" rel="noopener noreferrer" class="name">Simulated dataset QCD_Pt-170to300_TuneZ2_7TeV_pythia6 in AODSIM format for 2011 collision data (SM Exclusive)<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">null</span>, <span class="date" data-date="2016-01-01">January 2016</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Collaboration, Cms</span> </li> <li> CERN Open Data Portal</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.7483/OPENDATA.CMS.WKRR.DCJP" class="text-muted" target="_blank" rel="noopener noreferrer">10.7483/OPENDATA.CMS.WKRR.DCJP<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1088/1748-0221/12/01/P01020" target="_blank" rel="noopener noreferrer" class="name">The CMS trigger system<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="2017-01-01">January 2017</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Khachatryan, V.; Sirunyan, A. M.; Tumasyan, A.</span> </li> <li> Journal of Instrumentation, Vol. 12, Issue 01</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1088/1748-0221/12/01/P01020" class="text-muted" target="_blank" rel="noopener noreferrer">10.1088/1748-0221/12/01/P01020<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div><div> <h2 class="title" style="margin-bottom:0;" data-apporder=""> <a href="https://doi.org/10.1088/1126-6708/1997/08/001" target="_blank" rel="noopener noreferrer" class="name">Better jet clustering algorithms<span class="fa fa-external-link" aria-hidden="true"></span></a> <small class="text-muted" style="text-transform:uppercase; font-size:0.75rem;"><br/> <span class="type">journal</span>, <span class="date" data-date="1997-08-01">August 1997</span></small> </h2> <ul class="small references-list" style="list-style-type:none; margin-top: 0.5em; padding-left: 0; line-height:1.8em;"> <li> <span style="color:#5C7B2D;"> Dokshitzer, Yu. L.; Leder, G. D.; Moretti, S.</span> </li> <li> Journal of High Energy Physics, Vol. 1997, Issue 08</li> <li> <span class="text-muted related-url">DOI: <a href="https://doi.org/10.1088/1126-6708/1997/08/001" class="text-muted" target="_blank" rel="noopener noreferrer">10.1088/1126-6708/1997/08/001<span class="fa fa-external-link" aria-hidden="true"></span></a></span> </li> </ul> <hr/> </div></div> <div class="pagination-container small"> <a class="pure-button prev page" href="#" rel="prev"><span class="fa fa-angle-left"></span></a><ul class="pagination d-inline-block" style="padding-left:.2em;"></ul><a class="pure-button next page" href="#" rel="next"><span class="fa fa-angle-right"></span></a> </div> </div> </div> <div class="col-sm-3 order-sm-3"> <ul class="nav nav-stacked"> <li class="active"><a href="" class="reference-type-filter tab-nav" data-tab="biblio-references" data-filter="type" data-pattern="*"><span class="fa fa-angle-right"></span> All References</a></li> <li class="small" style="margin-left:.75em; text-transform:capitalize;"><a href="" class="reference-type-filter tab-nav" data-tab="biblio-references" data-filter="type" data-pattern="dataset"><span class="fa fa-angle-right"></span> dataset<small class="text-muted"> (4)</small></a></li> <li class="small" style="margin-left:.75em; text-transform:capitalize;"><a href="" class="reference-type-filter tab-nav" data-tab="biblio-references" data-filter="type" data-pattern="journal"><span class="fa fa-angle-right"></span> journal<small class="text-muted"> (97)</small></a></li> <li class="small" style="margin-left:.75em; text-transform:capitalize;"><a href="" class="reference-type-filter tab-nav" data-tab="biblio-references" data-filter="type" data-pattern="null"><span class="fa fa-angle-right"></span> null<small class="text-muted"> (18)</small></a></li> </ul> <div style="margin-top:2em;"> <form class="pure-form small text-muted reference-search"> <label for="reference-search-text" class="sr-only">Search</label> <input class="search form-control pure-input-1" id="reference-search-text" placeholder="Search" style="margin-bottom:10px;" /> <fieldset> <div style="margin-left:1em; font-weight:normal; line-height: 1.6em;"><input type="radio" class="sort" name="references-sort" data-sort="name" style="position:relative;top:2px;" id="reference-search-sort-name"><label for="reference-search-sort-name" style="margin-left: .3em;">Sort by title</label></div> <div style="margin-left:1em; font-weight:normal; line-height: 1.6em;"><input type="radio" class="sort" name="references-sort" data-sort="date" data-order="desc" style="position:relative;top:2px;" id="reference-search-sort-date"><label for="reference-search-sort-date" style="margin-left: .3em;">Sort by date</label></div> </fieldset> <div class="text-left" style="margin-left:1em;"> <a href="" class="filter-clear clearfix" title="Clear filter / sort" style="font-weight:normal; float:none;">[ × clear filter / sort ]</a> </div> </form> </div> </div> </div> </section> <section id="biblio-related" class="tab-content tab-content-sec " data-tab="biblio"> <div class="row"> <div class="col-sm-9 order-sm-9"> <section id="biblio-similar" class="tab-content tab-content-sec active" data-tab="related"> <div class="padding"> <p class="lead text-muted" style="font-size: 18px; margin-top:0px;">Similar records in OSTI.GOV collections:</p> <aside> <ul class="item-list" itemscope itemtype="http://schema.org/ItemList" style="padding-left:0; list-style-type: none;"> <li> <div class="article item document" itemprop="itemListElement" itemscope itemtype="http://schema.org/WebPage"><meta itemprop="position" content="0" /><div class="item-info"> <h2 class="title" itemprop="name headline"><a href="/pages/biblio/1511829-jet-substructure-studies-cms-open-data" itemprop="url">Jet substructure studies with CMS open data</a></h2> <div class="metadata"> <small class="text-muted" style="text-transform:uppercase;display:block;line-height:2.5em;">Journal Article</small><span class="authors"> <span class="author">Tripathee, Aashish</span> ; <span class="author">Xue, Wei</span> ; <span class="author">Larkoski, Andrew</span> ; <span class="author">...</span> <span class="text-muted pubdata"> - Physical Review D</span> </span> </div> <div class="abstract">We utilize public data from the CMS experiment to study the two-prong substructure of jets. The CMS open data are based on 31.8 pb <sup>-1</sup> of 7 TeV proton-proton collisions recorded at the Large Hadron Collider in 2010, yielding a sample of 768,687 events containing a high-quality central jet with transverse momentum larger than 85 GeV. Using CMS’s particle flow reconstruction algorithm to obtain jet constituents, we extract the two-prong substructure of the leading jet using soft-drop declustering. We find good agreement between results obtained from the CMS open data and those obtained from parton shower generators, and we also<a href='#' onclick='$(this).hide().next().show().next().show();return false;' style='margin-left:10px;'>more »</a><span style='display:none;'> compare to analytic jet substructure calculations performed to modified leading-logarithmic accuracy. Even though the 2010 CMS open data do not include simulated data to help estimate systematic uncertainties, we use track-only observables to validate these substructure studies.</span><a href='#' onclick='$(this).hide().prev().hide().prev().show();return false;' style='margin-left:10px;display:none;'>« less</a></div><div class="metadata-links small clearfix text-muted" style="margin-top:15px;"> <span class="fa fa-book text-muted" aria-hidden="true"></span> Cited by 6<div class="pure-menu pure-menu-horizontal pull-right" style="width:unset;"> <ul class="pure-menu-list"> <li class="pure-menu-item"><span class="item-info-ftlink">DOI: <a class="misc doi-link " href="https://doi.org/10.1103/physrevd.96.074003" target="_blank" rel="noopener" title="Link to document DOI" data-ostiid="1511829" data-product-type="Journal Article" data-product-subtype="AM" >10.1103/physrevd.96.074003</a></span></li> <li class="pure-menu-item"><span class="item-info-ftlink"><a class="misc fulltext-link " href="/pages/servlets/purl/1511829" title="Link to document media" target="_blank" rel="noopener" data-ostiid="1511829" data-product-type="Journal Article" data-product-subtype="AM" >Full Text Available</a></span></li> </ul> </div> </div> </div> <div class="clearfix"></div> </div> </li> <li> <div class="article item document" itemprop="itemListElement" itemscope itemtype="http://schema.org/WebPage"><meta itemprop="position" content="1" /><div class="item-info"> <h2 class="title" itemprop="name headline"><a href="/pages/biblio/1326946-analytic-boosted-boson-discrimination" itemprop="url">Analytic boosted boson discrimination</a></h2> <div class="metadata"> <small class="text-muted" style="text-transform:uppercase;display:block;line-height:2.5em;">Journal Article</small><span class="authors"> <span class="author">Larkoski, Andrew J.</span> ; <span class="author">Moult, Ian</span> ; <span class="author">Neill, Duff</span> <span class="text-muted pubdata"> - Journal of High Energy Physics (Online)</span> </span> </div> <div class="abstract">Observables which discriminate boosted topologies from massive QCD jets are of great importance for the success of the jet substructure program at the Large Hadron Collider. Such observables, while both widely and successfully used, have been studied almost exclusively with Monte Carlo simulations. In this paper we present the first all-orders factorization theorem for a two-prong discriminant based on a jet shape variable, D <sub>2</sub>, valid for both signal and background jets. Our factorization theorem simultaneously describes the production of both collinear and soft subjets, and we introduce a novel zero-bin procedure to correctly describe the transition region between these<a href='#' onclick='$(this).hide().next().show().next().show();return false;' style='margin-left:10px;'>more »</a><span style='display:none;'> limits. By proving an all orders factorization theorem, we enable a systematically improvable description, and allow for precision comparisons between data, Monte Carlo, and first principles QCD calculations for jet substructure observables. Using our factorization theorem, we present numerical results for the discrimination of a boosted Z boson from massive QCD background jets. We compare our results with Monte Carlo predictions which allows for a detailed understanding of the extent to which these generators accurately describe the formation of two-prong QCD jets, and informs their usage in substructure analyses. In conclusion, our calculation also provides considerable insight into the discrimination power and calculability of jet substructure observables in general.</span><a href='#' onclick='$(this).hide().prev().hide().prev().show();return false;' style='margin-left:10px;display:none;'>« less</a></div><div class="metadata-links small clearfix text-muted" style="margin-top:15px;"> <span class="fa fa-book text-muted" aria-hidden="true"></span> Cited by 24<div class="pure-menu pure-menu-horizontal pull-right" style="width:unset;"> <ul class="pure-menu-list"> <li class="pure-menu-item"><span class="item-info-ftlink">DOI: <a class="misc doi-link " href="https://doi.org/10.1007/JHEP05(2016)117" target="_blank" rel="noopener" title="Link to document DOI" data-ostiid="1326946" data-product-type="Journal Article" data-product-subtype="AM" >10.1007/JHEP05(2016)117</a></span></li> <li class="pure-menu-item"><span class="item-info-ftlink"><a class="misc fulltext-link " href="/pages/servlets/purl/1326946" title="Link to document media" target="_blank" rel="noopener" data-ostiid="1326946" data-product-type="Journal Article" data-product-subtype="AM" >Full Text Available</a></span></li> </ul> </div> </div> </div> <div class="clearfix"></div> </div> </li> <li> <div class="article item document" itemprop="itemListElement" itemscope itemtype="http://schema.org/WebPage"><meta itemprop="position" content="2" /><div class="item-info"> <h2 class="title" itemprop="name headline"><a href="/pages/biblio/1441237-jet-topics-disentangling-quarks-gluons-colliders" itemprop="url">Jet Topics: Disentangling Quarks and Gluons at Colliders</a></h2> <div class="metadata"> <small class="text-muted" style="text-transform:uppercase;display:block;line-height:2.5em;">Journal Article</small><span class="authors"> <span class="author">Metodiev, Eric M.</span> ; <span class="author">Thaler, Jesse</span> <span class="text-muted pubdata"> - Physical Review Letters</span> </span> </div> <div class="abstract">Here, we introduce jet topics: a framework to identify underlying classes of jets from collider data. Because of a close mathematical relationship between distributions of observables in jets and emergent themes in sets of documents, we can apply recent techniques in “topic modeling” to extract jet topics from the data with minimal or no input from simulation or theory. As a proof of concept with parton shower samples, we apply jet topics to determine separate quark and gluon jet distributions for constituent multiplicity. We also determine separate quark and gluon rapidity spectra from a mixed <em>Z</em>-plus-jet sample. While jet topics<a href='#' onclick='$(this).hide().next().show().next().show();return false;' style='margin-left:10px;'>more »</a><span style='display:none;'> are defined directly from hadron-level multidifferential cross sections, one can also predict jet topics from first-principles theoretical calculations, with potential implications for how to define quark and gluon jets beyond leading-logarithmic accuracy. These investigations suggest that jet topics will be useful for extracting underlying jet distributions and fractions in a wide range of contexts at the Large Hadron Collider.</span><a href='#' onclick='$(this).hide().prev().hide().prev().show();return false;' style='margin-left:10px;display:none;'>« less</a></div><div class="metadata-links small clearfix text-muted" style="margin-top:15px;"> <span class="fa fa-book text-muted" aria-hidden="true"></span> Cited by 6<div class="pure-menu pure-menu-horizontal pull-right" style="width:unset;"> <ul class="pure-menu-list"> <li class="pure-menu-item"><span class="item-info-ftlink">DOI: <a class="misc doi-link " href="https://doi.org/10.1103/physrevlett.120.241602" target="_blank" rel="noopener" title="Link to document DOI" data-ostiid="1441237" data-product-type="Journal Article" data-product-subtype="PA" >10.1103/physrevlett.120.241602</a></span></li> </ul> </div> </div> </div> <div class="clearfix"></div> </div> </li> <li> <div class="article item document" itemprop="itemListElement" itemscope itemtype="http://schema.org/WebPage"><meta itemprop="position" content="3" /><div class="item-info"> <h2 class="title" itemprop="name headline"><a href="/pages/biblio/1596058-deep-neural-network-search-new-long-lived-particles-decaying-jets" itemprop="url">A deep neural network to search for new long-lived particles decaying to jets</a></h2> <div class="metadata"> <small class="text-muted" style="text-transform:uppercase;display:block;line-height:2.5em;">Journal Article</small><span class="authors"> <span class="author">Sirunyan, Albert M</span> ; <span class="author">et al.</span> <span class="text-muted pubdata"> - TBD</span> </span> </div> <div class="abstract">A tagging algorithm to identify jets that are significantly displaced from the proton-proton (pp) collision region in the CMS detector at the LHC is presented. Displaced jets can arise from the decays of long-lived particles (LLPs), which are predicted by several theoretical extensions of the standard model. The tagger is a multiclass classifier based on a deep neural network, which is parameterised according to the proper decay length<a href='#' onclick='$(this).hide().next().show().next().show();return false;' style='margin-left:10px;'>more »</a><span style='display:none;'> $$\mathrm{c}\tau_0$$ of the LLP. A novel scheme is defined to reliably label jets from LLP decays for supervised learning. Samples of pp collision data, recorded by the CMS detector at a centre-of-mass energy of 13 TeV, and simulated events are used to train the neural network. Domain adaptation by backward propagation is performed to improve the simulation modelling of the jet class probability distributions observed in pp collision data. The potential performance of the tagger is demonstrated with a search for long-lived gluinos, a manifestation of split supersymmetric models. The tagger provides a rejection factor of 10000 for jets from standard model processes, while maintaining an LLP jet tagging efficiency of 30-80% for gluinos with 1 mm $$\leq c\tau_0 \leq$$ 10 m. The expected coverage of the parameter space for split supersymmetry is presented.</span><a href='#' onclick='$(this).hide().prev().hide().prev().show();return false;' style='margin-left:10px;display:none;'>« less</a></div><div class="metadata-links small clearfix text-muted" style="margin-top:15px;"> <div class="pure-menu pure-menu-horizontal pull-right" style="width:unset;"> <ul class="pure-menu-list"> <li class="pure-menu-item"><span class="item-info-ftlink"><a class="misc fulltext-link " href="/pages/servlets/purl/1596058" title="Link to document media" target="_blank" rel="noopener" data-ostiid="1596058" data-product-type="Journal Article" data-product-subtype="FT" >Full Text Available</a></span></li> </ul> </div> </div> </div> <div class="clearfix"></div> </div> </li> <li> <div class="article item document" itemprop="itemListElement" itemscope itemtype="http://schema.org/WebPage"><meta itemprop="position" content="4" /><div class="item-info"> <h2 class="title" itemprop="name headline"><a href="/pages/biblio/1505739-building-better-boosted-top-tagger" itemprop="url">Building a better boosted top tagger</a></h2> <div class="metadata"> <small class="text-muted" style="text-transform:uppercase;display:block;line-height:2.5em;">Journal Article</small><span class="authors"> <span class="author">Larkoski, Andrew J.</span> ; <span class="author">Moult, Ian</span> ; <span class="author">Neill, Duff</span> <span class="text-muted pubdata"> - Physical Review. D, Particles, Fields, Gravitation and Cosmology</span> </span> </div> <div class="abstract">Distinguishing hadronically decaying boosted top quarks from massive QCD jets is an important challenge at the Large Hadron Collider. In this paper we use the power-counting method to study jet substructure observables designed for top tagging, and gain insight into their performance. We introduce a powerful new family of discriminants formed from the energy correlation functions which outperform the widely used N-subjettiness. These observables take a highly nontrivial form, demonstrating the importance of a systematic approach to their construction.</div><div class="metadata-links small clearfix text-muted" style="margin-top:15px;"> <span class="fa fa-book text-muted" aria-hidden="true"></span> Cited by 16<div class="pure-menu pure-menu-horizontal pull-right" style="width:unset;"> <ul class="pure-menu-list"> <li class="pure-menu-item"><span class="item-info-ftlink">DOI: <a class="misc doi-link " href="https://doi.org/10.1103/physrevd.91.034035" target="_blank" rel="noopener" title="Link to document DOI" data-ostiid="1505739" data-product-type="Journal Article" data-product-subtype="AM" >10.1103/physrevd.91.034035</a></span></li> <li class="pure-menu-item"><span class="item-info-ftlink"><a class="misc fulltext-link " href="/pages/servlets/purl/1505739" title="Link to document media" target="_blank" rel="noopener" data-ostiid="1505739" data-product-type="Journal Article" data-product-subtype="AM" >Full Text Available</a></span></li> </ul> </div> </div> </div> <div class="clearfix"></div> </div> </li> </ul> </aside> </div> </section> </div> <div class="col-sm-3 order-sm-3"> <ul class="nav nav-stacked"> <li class="active"><a class="tab-nav disabled" data-tab="related" style="color: #636c72 !important; opacity: 1;"><span class="fa fa-angle-right"></span> Similar Records</a></li> </ul> </div> </div> </section> </div></div> </div> </div> </section> <footer class="" style="background-color:#f9f9f9; /* padding-top: 0.5rem; */"> <div class="footer-minor"> <div class="container"> <hr class="footer-separator" /> <div class="text-center" style="margin-top:1.25rem;"> <div class="pure-menu pure-menu-horizontal"> <ul class="pure-menu-list" id="footer-org-menu"> <li class="pure-menu-item"> <a href="https://energy.gov" target="_blank" rel="noopener noreferrer"> <img src="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACH5BAEAAAAALAAAAAABAAEAAAICRAEAOw==" class="sprite sprite-footer-us-doe-min" alt="U.S. Department of Energy" /> </a> </li> <li class="pure-menu-item"> <a href="https://www.energy.gov/science/office-science" target="_blank" rel="noopener noreferrer"> <img src="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACH5BAEAAAAALAAAAAABAAEAAAICRAEAOw==" class="sprite sprite-footer-office-of-science-min" alt="Office of Science" /> </a> </li> <li class="pure-menu-item"> <a href="/"> <img src="data:image/gif;base64,R0lGODlhAQABAIAAAP///wAAACH5BAEAAAAALAAAAAABAAEAAAICRAEAOw==" class="sprite sprite-footer-osti-min" alt="Office of Scientific and Technical Information" /> </a> </li> </ul> </div> </div> <div class="text-center small" style="margin-top:0.5em;margin-bottom:2.0rem;"> <div class="pure-menu pure-menu-horizontal"> <ul class="pure-menu-list"> <li class="pure-menu-item"><a href="/disclaim" class="pure-menu-link"><span class="fa fa-institution"></span> Website Policies <span class="hidden-xs">/ Important Links</span></a></li> <li class="pure-menu-item"><a href="/pages/contact" class="pure-menu-link"><span class="fa fa-comments-o"></span> Contact Us</a></li> <li class="d-block d-md-none"></li> <li class="pure-menu-item"><a href="https://www.facebook.com/ostigov" target="_blank" rel="noopener noreferrer" class="pure-menu-link social"><span class="fa fa-facebook" style=""></span></a></li> <li class="pure-menu-item"><a href="https://twitter.com/OSTIgov" target="_blank" rel="noopener noreferrer" class="pure-menu-link social"><span class="fa fa-twitter" style=""></span></a></li> <li class="pure-menu-item"><a href="https://www.youtube.com/user/ostigov" target="_blank" rel="noopener noreferrer" class="pure-menu-link social"><span class="fa fa-youtube-play" style=""></span></a></li> </ul> </div> </div> </div> </div> </footer> <link href="/pages/css/pages.fonts.200113.2012.css" rel="stylesheet"> <script src="/pages/js/pages.200113.2012.js"></script><noscript></noscript> <script defer src="/pages/js/pages.biblio.200113.2012.js"></script><noscript></noscript> <script defer src="/pages/js/lity.js"></script><noscript></noscript><script async type="text/javascript" src="/pages/js/Universal-Federated-Analytics-Min.js?agency=DOE" id="_fed_an_ua_tag"></script><noscript></noscript></body> <!-- DOE PAGES v.200113.2012 --> </html>