New Frontiers in Machine Learning Quantum Physics

Presentations

• Certifying highly-entangled states from few single-qubit measurements

  ORAL · Invited

  March 4, 2024, 9:00 AM – March 4, 2024, 9:36 AM

  Presenters

  • Hsin-Yuan Huang

    Caltech, Google Quantum AI

  Authors

  • Hsin-Yuan Huang

    Caltech, Google Quantum AI

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• Attention to Quantum Complexity

  ORAL · Invited

  March 4, 2024, 9:36 AM – March 4, 2024, 10:12 AM

  Presenters

  • Eun-Ah Kim

    Cornell University

  Authors

  • Eun-Ah Kim

    Cornell University

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• Applying machine learning insights to quantum information challenges

  ORAL · Invited

  March 4, 2024, 10:12 AM – March 4, 2024, 10:48 AM

  Publication: https://arxiv.org/abs/2304.12010
  https://arxiv.org/abs/2305.10811

  Presenters

  • Bei Zeng

    The Hong Kong University of Science and, The Hong Kong University of Science and Technology (HKUST)

  Authors

  • Bei Zeng

    The Hong Kong University of Science and, The Hong Kong University of Science and Technology (HKUST)

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• Intelligent Infrared Sensing Enabled by Moiré Quantum Geometry: Experiment and Theory

  ORAL · Invited

  March 4, 2024, 10:48 AM – March 4, 2024, 11:24 AM

  Publication: [1] Ma et al., Intelligent infrared sensing enabled by tunable moiré quantum geometry. Nature 604, 266–272 (2022).
  [2] Yuan et al., Geometric deep optical sensing. Science 379, eade1220 (2023).
  [3] Cheung et al., Nonlinear light-matter interactions and convolutional neural networks for intelligent quantum sensing, in preparation.

  Presenters

  • Patrick Cheung

    University of Texas at Dallas

  Authors

  • Patrick Cheung

    University of Texas at Dallas

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• tbd

  ORAL · Invited

  March 4, 2024, 11:24 AM – March 4, 2024, 12:00 PM

  Presenters

  • Yi Zhang

    Peking Univ

  Authors

  • Yi Zhang

    Peking Univ

  View abstract →