Machine Learning, and Other Advanced Computational Techniques

Presentations

• Neutrino Identification using Convolutional Neural Networks in the NOvA Experiment

  ORAL

  April 14, 2018, 10:45 AM – April 14, 2018, 10:57 AM

  Authors

  • Ryan Murphy

    • Indiana Univ - Bloomington

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• Electron Neutrino Energy Reconstruction with Convolutional Neural Network

  ORAL

  April 14, 2018, 10:57 AM – April 14, 2018, 11:09 AM

  Authors

  • Shiqi Yu

    • Illinois Inst of Tech /Argonne Nat. Laboratory

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• Machine learning approaches to measure the hadronic recoil for a W mass precision measurement with the CMS experiment at LHC

  ORAL

  April 14, 2018, 11:09 AM – April 14, 2018, 11:21 AM

  Authors

  • Olmo Cerri

    • Caltech

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• Measuring the WW cross section using the Random Forest MVA

  ORAL

  April 14, 2018, 11:21 AM – April 14, 2018, 11:33 AM

  Authors

  • Thoth Gunter

    • Northwestern Univ

  • Michael Schmitt

    • Northwestern Univ

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• Deep Learning the Jet Response

  ORAL

  April 14, 2018, 11:33 AM – April 14, 2018, 11:45 AM

  Authors

  • Rohan Bhandari

    • Univ of California - Santa Barbara

  • Raghav Elayavalli

    • Wayne State University

  • Alexx Perloff

    • University of Colorado Boulder

  • Andrew Whitbeck

    • Fermi National Accelerator Lab

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• Utilization of Machine Learning to Enhance Background Subtraction at E906/SeaQuest

  ORAL

  April 14, 2018, 11:45 AM – April 14, 2018, 11:57 AM

  Authors

  • Marshall Scott

    • Univ of Michigan - Ann Arbor

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• A framework for PDFs at a photon collider

  ORAL

  April 14, 2018, 11:57 AM – April 14, 2018, 12:09 PM

  Authors

  • Zack Sullivan

    • Illinois Inst of Tech

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