Computational Physics and Algorithms I

Presentations

• The Pandora multi-algorithm approach to pattern recognition in MicroBooNE

  ORAL

  April 15, 2019, 3:30 PM – April 15, 2019, 3:42 PM

  Presenters

  • Andrew Smith

    • The University of Cambridge

  Authors

  • Andrew Smith

    • The University of Cambridge

  View abstract →

• Efficient Neutrino Oscillation Parameter Inference with a Gaussian Process-Accelerated Feldman-Cousins Algorithm

  ORAL

  April 15, 2019, 3:42 PM – April 15, 2019, 3:54 PM

  Presenters

  • Lingge Li

    • University of California-Irvine

  Authors

  • Lingge Li

    • University of California-Irvine

  • Nitish Nayak

    • University of California, Irvine
    • University of California-Irvine

  • Jianming Bian

    • University of California-Irvine

  • Pierre Baldi

    • University of California-Irvine

  View abstract →

• lichen and h5hep: moving toward a ROOT-less workflow for HEP analyses

  ORAL

  April 15, 2019, 3:54 PM – April 15, 2019, 4:06 PM

  Presenters

  • Matthew Bellis

    • Siena College

  Authors

  • Matthew Bellis

    • Siena College

  • Madeline Hagen

    • Siena College

  View abstract →

• Machine Learning Applied To Background Events Identification In LUX Dark Matter Experiment

  ORAL

  April 15, 2019, 4:06 PM – April 15, 2019, 4:18 PM

  Presenters

  • Samuel Chan

    • Brown University

  Authors

  • Samuel Chan

    • Brown University

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• Deep Learning for Neutrino Physics on NOvA: Successes and Lessons

  ORAL

  April 15, 2019, 4:18 PM – April 15, 2019, 4:30 PM

  Presenters

  • Fernanda S Psihas

    • University of Texas, Austin
    • The University of Texas at Austin
    • University of Texas
    • University of Texas at Austin

  Authors

  • Fernanda S Psihas

    • University of Texas, Austin
    • The University of Texas at Austin
    • University of Texas
    • University of Texas at Austin

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• Machine learning for event classification and automated discovery of new physics at the LHC experiments

  ORAL

  April 15, 2019, 4:30 PM – April 15, 2019, 4:42 PM

  Presenters

  • Sergei Chekanov

    • Argonne National Laboratory

  Authors

  • Sergei Chekanov

    • Argonne National Laboratory

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• Measurement of the WW Cross Section using the Random Forest Algorithm

  ORAL

  April 15, 2019, 4:42 PM – April 15, 2019, 4:54 PM

  Presenters

  • Thoth Gunter

    • Northwestern University

  Authors

  • Thoth Gunter

    • Northwestern University

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• Application of Machine Learning Techniques to study Jet Substructure

  ORAL

  April 15, 2019, 4:54 PM – April 15, 2019, 5:06 PM

  Presenters

  • Cristina Mantilla Suárez

    • Johns Hopkins University

  Authors

  • Cristina Mantilla Suárez

    • Johns Hopkins University

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• Quark-Gluon Discrimination at the Large Hadron Collider

  ORAL

  April 15, 2019, 5:06 PM – April 15, 2019, 5:18 PM

  Presenters

  • Owen W Tower

    • University of Massachusetts Dartmouth

  Authors

  • Owen W Tower

    • University of Massachusetts Dartmouth

  • Amitabh Lath

    • Rutgers University

  • Abhijith Gandrakota

    • Rutgers University

  • Kevin Nash

    • Rutgers University

  • Duncan Adams

    • Rutgers University

  View abstract →