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Focus Session: Machine Learning for Quantum Gases: Theory and Experiment

FOCUS · Z03 · ID: 439115

Presentations

  • Scalable Hamiltonian learning for large-scale out-of-equilibrium quantum dynamics

    ORAL · Invited

    –

    Publication: A. Valenti, G. Jin, J. Léonard, S. D. Huber and E. Greplova, Scalable Hamiltonian learning<br>for large-scale out-of-equilibrium quantum dynamics, (2021), Phys. Rev. A 105, 023302 (2022)

    Presenters

    • Agnes Valenti

      ETH Zurich

    Authors

    • Agnes Valenti

      ETH Zurich

    • Guliuxin Jin

      Delft University of Technology

    • Julian Leonard

      Harvard University

    • Sebastian Huber

      ETH Zurcih

    • Eliska Greplova

      Delft University of Technology

    View abstract →

  • AI-Assisted Detection of Correlations in Snapshots of Ultracold Atoms

    ORAL · Invited

    –

    Publication: Khatami et al., Phys. Rev. A 102, 033326 (2020).<br>Bo Xiao, Javier Robledo-Moreno, Matt Fishman, Dries Sels, Ehsan Khatami, and Richard Scalettar, The one-dimensional extended Hubbard model from the machine learning perspective (planned).

    Presenters

    • Ehsan Khatami

      San Jose State University, SJSU

    Authors

    • Ehsan Khatami

      San Jose State University, SJSU

    View abstract →

  • Using Physics to Explain and Interpret Convolutional Neural Network Solutions of Quantum Spin Problems

    ORAL

    –

    Publication: Writing in progress with intent to submit to Science.

    Presenters

    • Jonathan Minoff

      Rice University

    Authors

    • Jonathan Minoff

      Rice University

    • Shah Saad Alam

      Rice University, Rice

    • Yilong Ju

      Rice University

    • Fabio Anselmi

      Baylor College of Medicine

    • Ankit B Patel

      Rice University, Baylor College of Medicine

    • Han Pu

      Rice University, Department of Physics and Astronomy, Rice University

    View abstract →

  • Potential energy surface for AlF-AlF collisions

    ORAL

    –

    Presenters

    • Weiqi Wang

      Fritz-Haber Institute

    Authors

    • Weiqi Wang

      Fritz-Haber Institute

    • Xiangyue Liu

      Fritz-Haber Institute

    • Jesus Perez Rios

      Department of Physics, Stony Brook University, Stony Brook, New York 11794, USA, Department of Physics and Astronomy, Stony Brook University; Fritz-Haber Institute, Fritz Haber Institute of the Max Planck Society, Department of Physics and Astronomy, Stony Brook University, Department of Physics and Astronomy, Stony Brook University, Stony Brook, NY 11794, USA, Fritz-Haber-Institut der Max-Planck-Gesellschaft; IMM, Radboud University; Department of Physics and Astronomy, Stony Brook University, Department of Physics and Astronomy, Stony Brook University; Fritz-Haber-Institute, Department of Physics and Astromy, Stony Brook University, Stony Brook, NY 11794, USA

    View abstract →