Machine Learning

Presentations

• Gated Active Learning for Scientific Exploration in Autonomous Experiments

  ORAL · Invited

  Nov. 17, 2024, 9:00 AM – Nov. 17, 2024, 9:36 AM

  Presenters

  • Yongtao Liu

    Oak Ridge National Laboratory

  Authors

  • Yongtao Liu

    Oak Ridge National Laboratory

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• Effect of Training Set Discretization on the Accuracy of Parameter Estimation Neural Networks—Preliminary Results

  ORAL

  Nov. 17, 2024, 9:36 AM – Nov. 17, 2024, 9:48 AM

  Presenters

  • Rajib Chowdhury

    National Institutes of Health

  Authors

  • Rajib Chowdhury

    National Institutes of Health

  • Aaron Lee

    National Institutes of Health

  • Richard G Spencer

    National Institutes of Health (NIH)

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• Machine learning driven cosmic-ray reconstruction with radio antennas at IceCube Observatory

  ORAL

  Nov. 17, 2024, 9:48 AM – Nov. 17, 2024, 10:00 AM

  Presenters

  • Paras Koundal

    Bartol Research Institute, University of Delaware

  Authors

  • Paras Koundal

    Bartol Research Institute, University of Delaware

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• Convolutional Neural Networks For Radio Signals From Cosmic-ray Air Showers

  ORAL

  Nov. 17, 2024, 10:00 AM – Nov. 17, 2024, 10:12 AM

  Publication: 1- Search for Cosmic-Ray Events Using Radio Signals and CNNs in Data from the IceTop Enhancement Prototype Station, PoS(ICRC2023)291, (DOI: https://doi.org/10.22323/1.444.0291).

  Presenters

  • Abdul Rehman

    University of Delaware

  Authors

  • Abdul Rehman

    University of Delaware

  • Frank Gerhard Schroeder

    University of Delaware

  • Alan Coleman

    Department of Physics and Astronomy, Uppsala University, Uppsala SE-752 37, Sweden

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• Enforcing Self-Consistent Kinematic Constraints in Neutrino Energy Estimators

  ORAL

  Nov. 17, 2024, 10:12 AM – Nov. 17, 2024, 10:24 AM

  Publication: We are planning to publish a paper on this soon.

  Presenters

  • Raisa Rahman Richi

    Franklin and Marshall College

  Authors

  • Raisa Rahman Richi

    Franklin and Marshall College

  • Joshua L Barrow

    The University of Minnesota

  • Tarak Thakore

    The University of Cincinnati

  • Shaowei Wu

    University of Minnesota

  • Casey Borden

    Indiana University

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• FCC (Future Circular Collider) ROC Plot Systems For Jet Flavor Tagging Machine Learning Models

  ORAL

  Nov. 17, 2024, 10:24 AM – Nov. 17, 2024, 10:36 AM

  Presenters

  • Elijah G Marlin

    Boston University

  Authors

  • Elijah G Marlin

    Boston University

  • Dolores Garcia

    CERN

  • Michele Selvaggi

    CERN

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