HEP Data Analysis In the Post-Moore Era

Presentations

• Jas4pp. A Data-Analysis Framework for Physics and Detector Studies

  ORAL

  April 19, 2021, 3:45 PM – April 19, 2021, 3:57 PM

  Authors

  • Sergei Chekanov

    • HEP Division, Argonne National Laboratory, 9700 S.~Cass Avenue, Argonne, IL 60439, USA.
    • Argonne National Laboratory

  • Gagik Gavalian

    • Jefferson Laboratory, 12000 Jefferson Ave., Newport News, VA 23602

  • Norman A. Graf

    • SLAC Linear Accelerator Laboratory, 2575 Sand Hill Road, Menlo Park, CA, 94025

  View abstract →

• Using Evolutionary Algorithms to Optimize Parameters for Track Reconstruction

  ORAL

  April 19, 2021, 3:57 PM – April 19, 2021, 4:09 PM

  Authors

  • Peter Chatain

    • Stanford Univ

  • Rocky Garg

    • Stanford Univ

  • Lauren Tompkins

    • Stanford Univ
    • Stanford University

  View abstract →

• Confidence interval estimation for NOvA's oscillation measurements using supercomputers

  ORAL

  April 19, 2021, 4:09 PM – April 19, 2021, 4:21 PM

  Authors

  • Steven Calvez

    • Colorado State University

  View abstract →

• Machine Learning for Fast Mapping Between Parton and Reconstruction Level Jets

  ORAL

  April 19, 2021, 4:21 PM – April 19, 2021, 4:33 PM

  Authors

  • John Blue

    • Davidson College

  • Michelle Kuchera

    • Davidson College

  • Sergei Gleyzer

    • University of Alabama

  • Harrison Prosper

    • Florida State University

  • Sitong An

    • Carnegie Mellon University

  • Ali Hariri

    • American University of Beirut

  • Raghu Ramanujan

    • Davidson College

  • Emanuele Usai

    • Brown University

  View abstract →

• Combining Machine Learning with Profile Likelihoods in LUX

  ORAL

  April 19, 2021, 4:33 PM – April 19, 2021, 4:45 PM

  Authors

  • Nicholas Carrara

    • University at Albany

  • Scott Kravitz

    • Lawrence Berkeley National Lab

  View abstract →

• Efficient Neutrino Oscillation Parameter Inference with Gaussian Process

  ORAL

  April 19, 2021, 4:45 PM – April 19, 2021, 4:57 PM

  Authors

  • Yiwen Xiao

    • University of California, Irvine

  • Nitish Nayak

    • University of California, Irvine

  • Lingge Li

    • University of California, Irvine

  • Jianming Bian

    • University of California, Irvine

  • Pierre Baldi

    • University of California, Irvine

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• Reconstructing proton-proton collision positions at the Large Hadron Collider with a D-Wave quantum computer

  ORAL

  April 19, 2021, 4:57 PM – April 19, 2021, 5:09 PM

  Authors

  • Andrew Wildridge

    • CMS

  • Souvik Das

    • CMS

  • Sachin Vaidya

    • Purdue University

  • Andreas Jung

    • CMS

  View abstract →

• QFT at real time with today's NISQ quantum computers

  ORAL

  April 19, 2021, 5:09 PM – April 19, 2021, 5:21 PM

  Authors

  • Yannick Meurice

    • Univ of Iowa
    • The University of Iowa

  • Erik Gustafson

    • University of Iowa
    • Univ of Iowa
    • The University of Iowa

  • Patrick Dreher

    • North Carolina State University

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• Explainable AI for ML jet taggers using expert variables and layerwise relevance propagation

  ORAL

  April 19, 2021, 5:21 PM – April 19, 2021, 5:33 PM

  Authors

  • Margaret Morris

    • University at Buffalo, State University of New York

  • Garvita Agarwal

    • University at Buffalo, State University of New York

  • Lauren Hay

    • University at Buffalo, State University of New York

  • Benjamin Mannix

    • University at Buffalo, State University of New York

  • Christine McLean

    • University at Buffalo, State University of New York

  • Ia Iashvili

    • University at Buffalo, State University of New York

  • Ulrich Schubert

    • University at Buffalo, State University of New York

  • Salvatore Rappoccio

    • University at Buffalo, State University of New York

  View abstract →