Data Science II

Presentations

• Inference of neutrino flavor evolution through data assimilation and neural differential equations

  ORAL

  April 18, 2021, 3:45 PM – April 18, 2021, 3:57 PM

  Authors

  • Ermal Rrapaj

    • University of California, Berkeley
    • 1School of Physics and Astronomy, University of Minnesota, 2Department of Physics, University of California, Berkeley

  • Amol Patwardhan

    • SLAC National Accelerator Laboratory

  • Eve Armstrong

    • Department of Physics, New York Institute of Technology

  • George Fuller

    • Department of Physics, University of California, San Diego

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• Improving IceCube Event Reconstruction Using A Graph Convolutional Network And Semantic Segmentation

  ORAL

  April 18, 2021, 3:57 PM – April 18, 2021, 4:09 PM

  Authors

  • Rui An

    • Harvard University

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• Fast Energy Reconstruction using CNNs for GeV Scale Neutrinos in IceCube

  ORAL

  April 18, 2021, 4:09 PM – April 18, 2021, 4:21 PM

  Authors

  • Jessie Micallef

    • Michigan State University

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• Evolving Antennas for Ultra-High Energy Neutrino Detection

  ORAL

  April 18, 2021, 4:21 PM – April 18, 2021, 4:33 PM

  Authors

  • Alexander Patton

    • Ohio State Univ - Columbus

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• 1D to 2D CYLEX Transformation to Save Time in JWL Parameterization

  ORAL

  April 18, 2021, 4:33 PM – April 18, 2021, 4:45 PM

  Authors

  • Reid Ginoza

    • Applied Research Associates

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• Combined research approach for determining the ground state of spin glass

  ORAL

  April 18, 2021, 4:45 PM – April 18, 2021, 4:57 PM

  Authors

  • Alena Korol

    • Far Eastern Federal University (FEFU), Far Eastern Branch, Russian Academy of Science(FEB RAS)

  • Dmitrii Kapitan

    • Far Eastern Federal University (FEFU), Far Eastern Branch, Russian Academy of Science(FEB RAS)

  • Alexey Rybin

    • Far Eastern Federal University (FEFU), Far Eastern Branch, Russian Academy of Science(FEB RAS)

  • Egor Vasiliev

    • Far Eastern Federal University (FEFU), Far Eastern Branch, Russian Academy of Science(FEB RAS)

  • Konstantin Soldatov

    • Far Eastern Federal University (FEFU), Far Eastern Branch, Russian Academy of Science(FEB RAS)

  • Yuriy Shevchenko

    • Far Eastern Federal University (FEFU), Far Eastern Branch, Russian Academy of Science(FEB RAS)

  • Vitalii Kapitan

    • Far Eastern Federal University (FEFU), Far Eastern Branch, Russian Academy of Science(FEB RAS)

  • Konstantin Nefedev

    • Far Eastern Federal University (FEFU), Far Eastern Branch, Russian Academy of Science(FEB RAS)

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