Mini-Symposium: AI for Nuclear and Particle Physics

Presentations

• A.I. for particle physics

  ORAL · Invited

  April 15, 2023, 1:30 PM – April 15, 2023, 2:06 PM

  Presenters

  • David Lawrence

    • Jefferson Lab/Jefferson Science Associates

  Authors

  • David Lawrence

    • Jefferson Lab/Jefferson Science Associates

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• Machine Learning for New Physics in B → K*l+l− Decays

  ORAL

  April 15, 2023, 2:06 PM – April 15, 2023, 2:18 PM

  Presenters

  • Shawn B Dubey

    • University of Hawaii at Manoa

  Authors

  • Shawn B Dubey

    • University of Hawaii at Manoa

  • Thomas E Browder

    • University of Hawaii at Manoa

  • Sven E Vahsen

    • University of Hawaii

  • Rahul Sinha

    • University of Hawai'i at Manoa, The Institute of Mathematical Sciences (IMSc), Taramani, Chennai

  • Saurabh Sandilya

    • Indian Institute of Technology Hyderabad (IITH), Telangana

  • Alexei Sibidanov

    • University of Hawaii Manoa

  • Rusa Mandal

    • Indian Institute of Technology Gandhinagar, Gujarat

  • Shahab Kohani

    • University of Hawaii at Manoa

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• Machine Learning based Anomaly Detection for Online Data Quality Monitoring of the CMS Electromagnetic Calorimeter

  ORAL

  April 15, 2023, 2:18 PM – April 15, 2023, 2:30 PM

  Presenters

  • Kyungmin Park

    • Carnegie Mellon University

  Authors

  • Kyungmin Park

    • Carnegie Mellon University

  • Abhirami Harilal

    • Carnegie Mellon University

  • Manfred Paulini

    • Carnegie Mellon Univ

  • Michael Andrews

    • Carnegie Mellon University

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• Interpretability Inspires: How explainable AI helps improve Top Tagging

  ORAL

  April 15, 2023, 2:30 PM – April 15, 2023, 2:42 PM

  Presenters

  • Avik Roy

    • University of Illinois at Urbana-Champaign

  Authors

  • Avik Roy

    • University of Illinois at Urbana-Champaign

  • Mark S Neubauer

    • University of Illinois at Urbana-Champaign

  • Ayush Khot

    • University of Illinois at Urbana-Champaign

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• A machine learning based approach to active magnetic field cancellation

  ORAL

  April 15, 2023, 2:42 PM – April 15, 2023, 2:54 PM

  Presenters

  • Matthew Morano

    • North Carolina State University

  Authors

  • Matthew Morano

    • North Carolina State University

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• Machine learning-assisted measurement of azimuthal angular asymmetry of soft gluon radiation in deep-inelastic scattering with the H1 detector

  ORAL

  April 15, 2023, 2:54 PM – April 15, 2023, 3:06 PM

  Presenters

  • Fernando Torales Acosta

    • Lawrence Berkeley National Laboratory

  Authors

  • Fernando Torales Acosta

    • Lawrence Berkeley National Laboratory

  View abstract →