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Title | Physics Topic | SLAC authors | Pubs/Notes/Thesis | Date |
|---|---|---|---|---|
| Operation of the ATLAS Trigger System in Run 2 | Trigger | Andy Salnikov, Rainer Bartoldus, Catrin Bernius (ATLAS Collaboration mailing list) | To be published in JINST | Aug 2020 |
Differentiating the Black-Box: Optimization with Local Generative Surrogates | ML/HEP | Michael Kagan | arXiv:2002.04632 | Feb 2020 |
ATLAS b-jet identification performance and efficiency measurement with tt events in pp collisions at sqrt(s)=13 TeV | B-tagging | Michael Kagan Rafael Teixeira De Lima Nicole Hartman | Eur. Phys. J. C 79 (2019) 970 | Nov 2019 |
| Identification of boosted Higgs bosons decaying into b-quark pairs with the ATLAS detector at 13 TeV | Higgs / B-tagging | Michael Kagan | Eur. Phys. J. C 79 (2019) 836 | October 2019 |
Higgs boson potential at colliders: status and perspectives | Higgs | Caterina Vernieri Michael Kagan Rafael Teixeira De Lima Michael Peskin | arXiv:1910.00012 | Sep 2019 |
| Continual Learning Via Neural Pruning | ML/HEP | Michael Kagan | arXiv:1903.04476 | March 2019 |
A Roadmap for HEP Software and Computing R&D for the 2020s | ML/HEP | Michael Kagan | Comput Softw Big Sci (2019) 3, 7 | March 2019 |
Search for pair production of Higgs bosons in the bb final state using proton-proton collisions at sqrt(s)=13 TeV with the ATLAS detector | Higgs | Michael Kagan | JHEP 01 (2019) 030 | Jan 2019 |
Search for boosted resonances decaying to two b-quarks and produced in association with a jet at sqrt(s)=13 TeV with the ATLAS detector | Higgs | Rafael Teixeira De Lima Michael Kagan | Nov 2018 | |
| Machine Learning at the Energy and Intensity Frontier | ML/HEP | Michael Kagan Kazuhiro Terao | Nature 560, 41-48 (2018) | August 2018 |
| Machine Learning in High Energy Physics Community White Paper | ML/HEP | Michael Kagan | arXiv:1807.02876 | July 2018 |
| Identification and rejection of pile-up jets at high pseudo rapidity with the ATLAS detector | Jet/Etmiss | |||
Search for heavy resonances decaying to a W or Z boson and a Higgs boson in the qqbb final state in pp collisions at sqrt(s)=13TeV with the ATLAS detector | Higgs / BSM | Michael Kagan Qi Zeng | Phys. Lett. B 774 (2017) 494 | Nov 2017 |
Optimization and performance studies of the ATLAS b-tagging algorithms for the 2017-18 LHC run | B-tagging | Michael Kagan | ATL-PHYS-PUB-2017-013 | July 2017 |
| Search of new physics with boosted Higgs boson in hadronic final states with ATLAS detector | Ph.D thesis | Qi Zeng | Stanford University thesis | June/2017 |
| Variable Radius, Exclusive-kt, and Center-of-Mass Subjet Reconstruction for Higgs(-->bb) Tagging in ATLAS | B-tag / Jets | Michael Kagan Qi Zeng Ariel Schwartzman | ATL-PHYS-PUB-2017-010 | June 2017 |
| Identification of Jets Containing b b-Hadrons with Recurrent Neural Networks at the ATLAS Experiment | B-tag | Zihao Jiang Michael Kagan Lauren Tompkins | ATL-PHYS-PUB-2017-003 | Mar/2016 |
| Learning to Pivot with Adversarial Networks | ML / systematics | Michael Kagan | Accepted at NIPS 2017 preprint: arXiv:1611.01046 | Nov/2016 |
| Investigating the Quantum Properties of Jets and the Search for a Supersymmetric Top Quark Partner with the ATLAS Detector | Ph.D thesis | Ben Nachman | https://cds.cern.ch/record/2204912 | July/2016 |
| Jet Images – Deep Learning Edition | ML / Jets | Luke de Oliveira Michael Kagan Ben Nachman Ariel Schwartzman | preprint: arXiv:1511.05190 | July/2016 |
| Boosted Higgs (->bb) Boson Identification with the ATLAS Detector at sqrt(s)=13 TeV | B-tag / Jets | Michael Kagan Qi Zeng | ATLAS-CONF-2016-039 | July/2016 |
| Search for top squarks in final states with one isolated lepton, jets, and missing transverse momentum in sqrt(s) = 13 TeV pp collisions with the ATLAS detector. | SUSY | Ben Nachman | Phys. Rev. D (2016) 052009. Preprint: 1606.03903 [hep-ex] | June/2016 |
| Search for pair production of Higgs bosons in the bbbb final state using proton--proton collisions at √s =13 TeV with the ATLAS detector | Exotics | Michael Kagan Qi Zeng | preprint: arXiv:1606.04782 | June/216 |
| Measurement of the charged particle multiplicity inside jets from sqrt(s) = 8 TeV pp collisions with the ATLAS detector | Standard Model | Ben Nachman | Eur. Phys. J. C76(6), 1-23 (2016). Preprint: 1602.00988 [hep-ex] | Feb/2016 |
| Studies of b-tagging performance and jet substructure in a high pT g-->bb rich sample of large-R jets from pp collisions at sqrt(s)=8 TeV with the ATLAS detector | B-tag | Zihao Jiang Michael Kagan Lauren Tompkins | ATLAS-CONF-2016-002 | Feb/2026 |
| A new method to distinguish hadronically decaying boosted Z bosons from W bosons using the ATLAS detector | Jet/Etmiss | Ben Nachman | Eur. Phys. J. C76 (2016) 238. Preprint: 1509.04939 [hep-ex] | Sept/2015 |
| Measurement of jet charge in dijet events from (s) = 8 TeV pp collisions with the ATLAS detector | Standard Model | Ben Nachman | Phys. Rev. D93, 052003 (2016). Preprint: 1509.05190 [hep-ex] | Sept/2015 |
| Expected Performance of Boosted Higgs (-->bb) Boson Identification with the ATLAS Detector at sqrt(s)=13 TeV | B-tag / Jets | Michael Kagan Qi Zeng | ATL-PHYS-PUB-2015-035 | Aug/2015 |
| Measurement of colour flow with the jet pull angle in t\bar{t} events using the ATLAS detector at √ s = 8 TeV | Top | Ben Nachman, Ariel Schwartzman, Max Swiatlowski | Phys. Lett. B (2015) 475. arXiv:1506.05629 | June/2015 |
| A Search for Non-Standard Model Higgs Bosons Produced in Association with b-Quark at the ATLAS Experiement | Ph.D thesis | Caitlin Malone | Stanford thesis repository | June/2015 |
| Search for di-Higgs production in the 4b final state from pp collisions at √ s = 8 TeV with the ATLAS detector | EXOTICS | M. Kagan | Sep/2015 | |
| Jet-Images: Computer Vision Inspired Techniques for Jet Tagging | Jet Tagging | M. Kagan, J. Cogan, E. Strauss, A. Schwartzman | JHEP02(2015)118, arXiv:1407.5675 | Feb/2015 |
| Search for massive supersymmetric particles decaying to many jets using the ATLAS detector in pp collisions at \sqrt{s} = 8 TeV | SUSY | Max Swiatlowski, Ariel Schwartzman | arXiv:1502.05686, Phys Rev D 91.112016 | Feb/2015 |
| Performance and Calibration of the JetFitterCharm Algorithm for c-Jet Identification | b-tagging | Giacinto Piacquadio |
| Jan/2015 |
| Search for the b b decay of the Standard Model Higgs boson in associated ( W / Z ) H production with the ATLAS detector | Higgs | Giacinto Piacquadio | JHEP01(2015)069 | Jan/2015 |
| Flavor Tagging with Track Jets in Boosted Topologies with the ATLAS Detector | b-tagging | M. Kagan | ATL-PHYS-PUB-2014-013 | Aug/2014 |
| Search for top squark pair production in final states with one isolated lepton, jets, and missing transverse momentum in s√= 8 TeV pp collisions with the ATLAS detector | SUSY | Till Eifert, Philippe Grenier, Ben Nachman | JHEP 11 (2014) 118, arXiv:1407.0583 | July/2014 |
| Reconstruction and Modelling of Jet Pull with the ATLAS Detector | JetETmiss | Ben Nachman, Max Swiatlowski, Ariel Schwartzman | ATLAS-CONF-2013-086 | July/2014 |
| A neural network clustering algorithm for the ATLAS silicon pixel detector | Tracking | Tim Nelson, Giacinto Piacquadio | JINST 9 (2014) P09009 | June/2014 |
| Tagging and suppression of pileup jets with the ATLAS detector | JetETmiss | Pascal Nef, Ariel Schwartzman | ATLAS-CONF-2014-018 | May/2014 |
| Light-quark and gluon jet discrimination in pp collisions at s√ = 7 TeV with the ATLAS detector | JetETMiss | Max Swiatlowski, Ariel Schwartzman | EPJC August 2014 74:3023 | May/2014 |
| Search of out-of-time decays of stopped particles in the ATLAS detector | Ph.D thesis | Josh Cogan | Stanford thesis repository | Mar/2014 |
| Calibration of b -tagging using dileptonic top pair events in a combinatorial likelihood approach with the ATLAS experiment | B-tagging | Giacinto Piacquadio | ATLAS-CONF-2014-004 | Feb/2014 |
| Machine learning in the search for Dark Matter with the ATLAS detector | Ph.D thesis | Dan Silverstein | Stanford thesis repository | Nov/2013 |
| Search for long-lived stopped R-hadrons decaying out-of-time with pp collisions using the ATLAS detector | SUSY | Josh Cogan, Andy Haas, Paul Jackson | PhysRevD.88.112003, arXiv:1310.6584 | Oct/2013 |
Jet Charge Studies with the ATLAS Detector Using sqrt(s) = 8 TeV Proton-Proton Collision Data | JetETmiss | Ben Nachman, Max Swiatlowski, Ariel Schwartzman | ATLAS-CONF-2013-086 | Aug/2013 |
| Performance and Validation of Q-Jets at the ATLAS Detector in pp Collisions at s√=8 TeV in 2012 | JetETMiss | Max Swiatlowski, Ben Nachman, Ariel Schwartzman | ATLAS-CONF-2013-087 | Aug/2013 |
| Search for the bb decay of the Standard Model Higgs boson in associated W/ZH production with the ATLAS detector | Higgs | Giacinto Piacquadio | ATLAS-CONF-2013-079 | Jul/2013 |
| Performance of jet substructure techniques for large-R jets in proton-proton collisions at sqrt(s) = 7 TeV using the ATLAS detector | JetETmiss | Max Swiatlowski, Ariel Schwartzman | JHEP 09(2013)076 | Jun/2013 |
Search for direct top squark pair production in final states with one isolated lepton, jets, and missing transverse momentum in sqrt(s) = 8 TeV pp collisions using 21.0 fb-1 of ATLAS data | SUSY | Till Eifert, Philippe Grenier, Ben Nachman | Mar/2013 | |
A search for prompt lepton-jets in pp collisions at sqrt(s) = 7 TeV with the ATLAS detector | Exotic | Emanuel Strauss | Feb/2013 | |
Search for direct top squark pair production in final states with one isolated lepton, jets, and missing transverse momentum in sqrt(s) = 8 TeV pp collisions using 13.0 fb-1 of ATLAS data | SUSY | Till Eifert, Philippe Grenier, Ben Nachman, Qi Zeng | Dec/2012 | |
| Search for natural supersymmetry in hadronic final states of heavy flavors at ATLAS | Ph.D thesis | Bart Butler | CERN-THESIS-2012-203 | Dec/2012 |
Search for direct top squark pair production in final states with one isolated lepton, jets, and missing transverse momentum in sqrt(s) = 7 TeV pp collisions using 4.7 fb-1 of ATLAS data | SUSY | Till Eifert, Philippe Grenier | Phys. Rev. Lett. 109, 211803 (2012) , http://arxiv.org/abs/1208.2590 | Aug/2012 |
Search for decays of stopped, long-lived particles from 7 TeV pp collisions with the ATLAS detector | SUSY | Josh Cogan, Andy Haas, Paul Jackson | EPJC 4, Vol 72 (2012), 1965 | May/2012 |
Search for supersymmetry in pp collisions at sqrt(s) = 7 TeV in final states with missing transverse momentum and b-jets with the ATLAS detector | SUSY | Bart Butler, Per Hansson, Ariel Schwartzman, Dan Silverstein | submitted to PRD | Mar/2012 |
Measurement of tt production in the all-hadronic channel in 4.7 fb^-1^ of pp collisions at ?s = 7 TeV with the ATLAS detector | Top | Ignacio Aracena | Mar/2012 | |
Inclusive search for same-sign dilepton signatures in pp collisions at sqrt(s) = 7 TeV with the ATLAS detector | Exotic | Michael Wilson | Oct/2011 | |
| SUSY | Claus Horn | Sep/2011 | |
Measurement of Hadronic Event Shapes and Jet Substructure in Proton-Proton Collisions at 7.0 TeV Center-of-Mass Energy with the ATLAS Detector at the Large Hadron Collider | Ph.D thesis | David Miller | CERN-THESIS-2011-144 ; SLAC-R-974 | Jun/2011 |
A Search for Lepton-Jets with Muons at ATLAS | Exotic | Emanuel Strauss, Andy Haas | May/2011 |
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