FOCUS: Machine Learning and Other New Ideas for Cold Atoms

Presentations

• String patterns and machine learning: probing the Fermi-Hubbard model with cold atoms

  COFFEE_KLATCH · Invited

  June 4, 2020, 2:00 PM – June 4, 2020, 2:30 PM

  Authors

  • Annabelle Bohrdt

    • Tech Univ Muenchen

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• Visualizing Correlations in the 2D Fermi-Hubbard Model with AI

  ORAL

  June 4, 2020, 2:30 PM – June 4, 2020, 2:42 PM

  Authors

  • Ehsan Khatami

    • San Jose State University

  • Elmer Guardado-Sanchez

    • Princeton University

  • Benjamin M Spar

    • Princeton University

  • Juan Felipe Carrasquilla

    • Vector Institute

  • Waseem Bakr

    • Princeton University

  • Richard T. Scalettar

    • University of California Davis

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• Deep Convolutional Neural Networks for Quantum 1D Spin Chains

  ORAL

  June 4, 2020, 2:42 PM – June 4, 2020, 2:54 PM

  Authors

  • Shah Saad Alam

    • Rice Univ

  • Li Yang

    • Google Research

  • Wenjun Hu

    • Rice Univ

  • YiLong Ju

    • Rice Univ

  • Han Pu

    • Rice Univ

  • Ankit Patel

    • Rice Univ

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• Machine learning aided study of a three-dimensional gas of SU($N$) fermions

  ORAL

  June 4, 2020, 2:54 PM – June 4, 2020, 3:06 PM

  Authors

  • Entong Zhao

    • Hong Kong University of Science and Technology
    • Department of Physics, The Hong Kong University of Science and Technology

  • Jeongwon Lee

    • Department of Physics, The Hong Kong University of Science and Technology

  • Chengdong He

    • Department of Physics, The Hong Kong University of Science and Technology

  • Elnur Hajiyev

    • Department of Physics, The Hong Kong University of Science and Technology

  • Zejian Ren

    • Department of Physics, The Hong Kong University of Science and Technology

  • Toby T.H. Mak

    • Department of Physics, The Hong Kong University of Science and Technology

  • Gyu-Boong Jo

    • Department of Physics, The Hong Kong University of Science and Technology

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• Generative modeling of quantum simulators

  COFFEE_KLATCH · Invited

  June 4, 2020, 3:06 PM – June 4, 2020, 3:36 PM

  Authors

  • Giacomo Torlai

    • Simons Foundation
    • Flatiron Institute

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• Towards Machine Learning-Enhanced Laser Cooling and Trapping

  ORAL

  June 4, 2020, 3:36 PM – June 4, 2020, 3:48 PM

  Authors

  • Shangjie Guo

    • Joint Quantum Institute, University of Maryland, College Park, National Institute of Standards and Technology
    • University of Maryland

  • Justyna P. Zwolak

    • National Institute of Standards and Technology

  • Ian Spielman

    • Joint Quantum Institute, University of Maryland, College Park, National Institute of Standards and Technology
    • Joint Quantum Institute, University of Maryland, National Institute of Standards and Technology

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