Exploring the Space of Jets with CMS Open Data

Simone Marzani, Gregory Soyez, and Michael Spannowsky, “Looking inside jets: an introduction to jet substructure and boosted-object phenomenology,” (2019), 10.1007/978-3-030-15709-8 , [Lect. Notes Phys.958,pp.(2019)], arXiv:1901.10342 [hep-ph]

Original

1901

Earlier work this paper cites.

Michael Andrews, John Alison, Sitong An, Patrick Bryant, Bjorn Burkle, Sergei Gleyzer, Meenakshi Narain, Manfred Paulini, Barnabas Poczos, and Emanuele Usai, “End-to-End Jet Classification of Quarks and Gluons with the CMS Open Data,” (2019), arXiv:1902.08276 [hep-ex]

Original

1902

Earlier work this paper cites.

Cari Cesarotti, Yotam Soreq, Matthew J. Strassler, Jesse Thaler, and Wei Xue, “Searching in CMS Open Data for Dimuon Resonances with Substantial Transverse Momentum,” Phys. Rev. D100

Original

1902

Earlier work this paper cites.

Patrick T. Komiske, Eric M. Metodiev, and Jesse Thaler, “The Metric Space of Collider Events,” Phys. Rev. Lett. 123

Original

1902

Earlier work this paper cites.

Jack H. Collins, Kiel Howe, and Benjamin Nachman, “Extending the search for new resonances with machine learning,” Phys. Rev. D99

Original

1902

Earlier work this paper cites.

Tuhin S. Roy and Aravind H. Vijay, “A robust anomaly finder based on autoencoder,” (2019), arXiv:1903.02032 [hep-ph]

Original

1903

Earlier work this paper cites.

Amit Chakraborty, Sung Hak Lim, and Mihoko M. Nojiri, “Interpretable deep learning for two-prong jet classification with jet spectra,” JHEP 07

Original

1904

Earlier work this paper cites.

Christopher G. Lester and Matthias Schott, “Search for Non-Standard Sources of Parity Violation in Jets at s \sqrt{s} =8 TeV with CMS Open Data,” (2019), arXiv:1904.11195 [hep-ex]

Original

1904

Earlier work this paper cites.

Shreyasi Acharya et al. (ALICE), “Exploration of jet substructure using iterative declustering in pp and Pb-Pb collisions at LHC energies,” (2019), arXiv:1905.02512 [nucl-ex]

Original

1905

Earlier work this paper cites.

Matteo Cacciari, Stefano Forte, Davide Napoletano, Gregory Soyez, and Giovanni Stagnitto, “The single-jet inclusive cross-section and its definition,” (2019), arXiv:1906.11850 [hep-ph]

Original

1906

Earlier work this paper cites.

Saeid Paktinat Mehdiabadi and Ali Fahim, “Explicit Jet Veto as a Tool to Purify the Underlying Event in the Drell-Yan Process Using CMS Open Data,” (2019), arXiv:1907.08842 [hep-ph]

Original

1907

Earlier work this paper cites.

Aram Apyan, William Cuozzo, Markus Klute, Yoshihiro Saito, Matthias Schott, and Bereket Sintayehu, “Opportunities and Challenges of Standard Model Production Cross Section Measurements at s \sqrt{s} =8 TeV using CMS Open Data,” (2019), arXiv:1907.08197 [hep-ex]

Original

1907

Earlier work this paper cites.

T. Kinoshita, “Mass singularities of Feynman amplitudes,” J. Math. Phys. 3

1962

Earlier work this paper cites.

T. D. Lee and M. Nauenberg, “Degenerate Systems and Mass Singularities,” Phys. Rev. 133

1964

Earlier work this paper cites.

Leonid N Wasserstein, “Markov processes over denumerable products of spaces describing large systems of automata,” Problems of Information Transmission 5

1969

Earlier work this paper cites.

J. D. Bjorken and Stanley J. Brodsky, “Statistical Model for electron-Positron Annihilation Into Hadrons,” Phys. Rev. D1

1970

Earlier work this paper cites.

Roland L Dobrushin, “Prescribing a system of random variables by conditional distributions,” Theory of Probability & Its Applications 15

1970

Earlier work this paper cites.

G. Hanson et al. , “Evidence for Jet Structure in Hadron Production by e+ e- Annihilation,” Deep hadronic structure and the new particles: Proceedings, 3rd SLAC Summer Institute on Particle Physics (SSI 75), Stanford, Calif., Jul 21-31, 1975 , Phys. Rev. Lett. 35

1975

Earlier work this paper cites.

John R. Ellis, Mary K. Gaillard, and Graham G. Ross, “Search for Gluons in e+ e- Annihilation,” Nucl. Phys. B111

1977

Earlier work this paper cites.

Howard Georgi and Marie Machacek, “A Simple QCD Prediction of Jet Structure in e+ e- Annihilation,” Phys. Rev. Lett. 39

1977

Earlier work this paper cites.

Edward Farhi, “A QCD Test for Jets,” Phys. Rev. Lett. 39

1977

Earlier work this paper cites.

George F. Sterman and Steven Weinberg, “Jets from Quantum Chromodynamics,” Phys. Rev. Lett. 39

1977

Earlier work this paper cites.

G. Parisi, “Super Inclusive Cross-Sections,” Phys. Lett. 74B

1978

Earlier work this paper cites.

John F. Donoghue, F. E. Low, and So-Young Pi, “Tensor Analysis of Hadronic Jets in Quantum Chromodynamics,” Phys. Rev. D20

1979

Earlier work this paper cites.

Paul E. L. Rakow and B. R. Webber, “Transverse Momentum Moments of Hadron Distributions in QCD Jets,” Nucl. Phys. B191

1981

Earlier work this paper cites.

Peter Grassberger and Itamar Procaccia, “Characterization of Strange Attractors,” Phys. Rev. Lett. 50

1983

Earlier work this paper cites.

Shmuel Peleg, Michael Werman, and Hillel Rom, “A unified approach to the change of resolution: Space and gray-level,” IEEE Trans. Pattern Anal. Mach. Intell. 11

1989

Earlier work this paper cites.

M. H. Seymour, “Tagging a heavy Higgs boson,” in ECFA Large Hadron Collider Workshop, Aachen, Germany, 4-9 Oct 1990: Proceedings.2. (1991) pp. 557–569

1991

Earlier work this paper cites.

Jon Pumplin, “How to tell quark jets from gluon jets,” Phys. Rev. D44

1991

Earlier work this paper cites.

James B. Orlin, Serge A. Plotkin, and Éva Tardos, “Polynomial dual network simplex algorithms,” Math. Program. 60

1993

Earlier work this paper cites.

Stephen D. Ellis and Davison E. Soper, “Successive combination jet algorithm for hadron collisions,” Phys. Rev. D48

1993

Earlier work this paper cites.

S. Catani, Yuri L. Dokshitzer, M. H. Seymour, and B. R. Webber, “Longitudinally invariant K t K_{t} clustering algorithms for hadron hadron collisions,” Nucl. Phys. B406

1993

Earlier work this paper cites.

Michael H. Seymour, “Searches for new particles using cone and cluster jet algorithms: A Comparative study,” Z. Phys. C62

1994

Earlier work this paper cites.

N. A. Sveshnikov and F. V. Tkachov, “Jets and quantum field theory,” High-energy physics and quantum field theory. Proceedings, 10th International Workshop, Zvenigorod, Russia, September 20-26, 1995 , Phys. Lett. B382

1996

Earlier work this paper cites.

Fyodor V. Tkachov, “Measuring multi - jet structure of hadronic energy flow or What is a jet?” Int. J. Mod. Phys. A12

1997

Earlier work this paper cites.

P. S. Cherzor and N. A. Sveshnikov, “Jet observables and energy momentum tensor,” in Quantum field theory and high-energy physics. Proceedings, Workshop, QFTHEP’97, Samara, Russia, September 4-10, 1997 (1997) pp. 402–407, arXiv:hep-ph/9710349 [hep-ph]

1997

Earlier work this paper cites.

The HDF Group, “Hierarchical Data Format, version 5,” (1997-NNNN), http://www.hdfgroup.org/HDF5/

1997

Earlier work this paper cites.

James B. Orlin, “A polynomial time primal network simplex algorithm for minimum cost flows,” Math. Program. 77

1997

Earlier work this paper cites.

Robert Endre Tarjan, “Dynamic trees as search trees via euler tours, applied to the network simplex algorithm,” Math. Program. 77

1997

Earlier work this paper cites.

Yuri L. Dokshitzer, G. D. Leder, S. Moretti, and B. R. Webber, “Better jet clustering algorithms,” JHEP 08

1997

Earlier work this paper cites.

Yossi Rubner, Carlo Tomasi, and Leonidas J. Guibas, “A metric for distributions with applications to image databases,” in Proceedings of the Sixth International Conference on Computer Vision , ICCV ’98 (IEEE Computer Society, Washington, DC, USA, 1998) pp. 59–66

1998

Earlier work this paper cites.

M. Wobisch and T. Wengler, “Hadronization corrections to jet cross-sections in deep inelastic scattering,” in Monte Carlo generators for HERA physics. Proceedings, Workshop, Hamburg, Germany, 1998-1999 (1998) pp. 270–279, arXiv:hep-ph/9907280 [hep-ph]

1998

Earlier work this paper cites.

Yossi Rubner, Carlo Tomasi, and Leonidas J. Guibas, “The earth mover’s distance as a metric for image retrieval,” Int. J. Comput. Vision 40

2000

Earlier work this paper cites.

C. F. Berger et al. , “Snowmass 2001: Jet energy flow project,” Proceedings, APS / DPF / DPB Summer Study on the Future of Particle Physics (Snowmass 2001), Snowmass, Colorado, 30 Jun - 21 Jul 2001 , eConf C010630

2001

Earlier work this paper cites.

J. M. Butterworth, B. E. Cox, and Jeffrey R. Forshaw, “ W ​ W WW scattering at the CERN LHC,” Phys. Rev. D65

2002

Earlier work this paper cites.

Balázs Kégl, “Intrinsic dimension estimation using packing numbers,” in Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, NIPS 2002, December 9-14, 2002, Vancouver, British Columbia, Canada] (2002) pp. 681–688

2002

Earlier work this paper cites.

Carola F. Berger, Tibor Kucs, and George F. Sterman, “Event shape / energy flow correlations,” Phys. Rev. D68

2003

Earlier work this paper cites.

S. Agostinelli et al. (GEANT4), “GEANT4: A Simulation toolkit,” Nucl. Instrum. Meth. A506

2003

Earlier work this paper cites.

Torbjorn Sjostrand, Stephen Mrenna, and Peter Z. Skands, “PYTHIA 6.4 Physics and Manual,” JHEP 05

2006

Earlier work this paper cites.

J. M. Butterworth, John R. Ellis, and A. R. Raklev, “Reconstructing sparticle mass spectra using hadronic decays,” JHEP 05

2007

Earlier work this paper cites.

Jonathan M. Butterworth, Adam R. Davison, Mathieu Rubin, and Gavin P. Salam, “Jet substructure as a new Higgs search channel at the LHC,” Phys. Rev. Lett. 100

Original

2008

Cited alongside, same era.

S. Chatrchyan et al. (CMS), “The CMS Experiment at the CERN LHC,” JINST 3

2008

Cited alongside, same era.

Ofir Pele and Michael Werman, “A linear time histogram metric for improved SIFT matching,” in Computer Vision - ECCV 2008, 10th European Conference on Computer Vision, Marseille, France, October 12-18, 2008, Proceedings, Part III (2008) pp. 495–508

2008

Cited alongside, same era.

Laurens van der Maaten and Geoffrey Hinton, “Visualizing data using t-SNE,” Journal of Machine Learning Research 9

2008

Cited alongside, same era.

Particle-Flow Event Reconstruction in CMS and Performance for Jets, Taus, and MET , Tech. Rep. CMS-PAS-PFT-09-001 (CERN, 2009. Geneva, 2009)

A. Altheimer et al. , “Boosted objects and jet substructure at the LHC. Report of BOOST2012, held at IFIC Valencia, 23rd-27th of July 2012,” BOOST 2012 Valencia, Spain, July 23-27, 2012 , Eur. Phys. J. C74

Original

2014

Later among the works it cites.

CMS Collaboration (CMS), Pileup Removal Algorithms , Tech. Rep. CMS-PAS-JME-14-001 (2014)

2014

Later among the works it cites.

“CMS releases first batch of high-level LHC open data,” (2014), http://opendata.cern.ch/docs/cms-releases-first-batch-of-high-level-lhc-open-data

2014

Later among the works it cites.

“ALICE releases educational datasets,” (2014), http://opendata.cern.ch/docs/alice-releases-educational-datasets

2014

Later among the works it cites.

Meduri C. Kumar and Sven-Olaf Moch, “Phenomenology of threshold corrections for inclusive jet production at hadron colliders,” Phys. Lett. B730

Original