AI for Many-Body Physics

Presentations

• Language Models for Quantum Many-Body Physics

  ORAL · Invited

  March 19, 2025, 2:30 PM – March 19, 2025, 3:06 PM

  Presenters

  • Roger G Melko

    University of Waterloo, University of Waterloo, Perimeter Institute

  Authors

  • Roger G Melko

    University of Waterloo, University of Waterloo, Perimeter Institute

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• Neural quantum states for dynamics of correlated matter

  ORAL · Invited

  March 19, 2025, 3:06 PM – March 19, 2025, 3:42 PM

  Presenters

  • Markus Schmitt

    Forschungszentrum Jülich GmbH, Regensburg University / FZ Jülich, Forschungszentrum Juelich GmbH

  Authors

  • Markus Schmitt

    Forschungszentrum Jülich GmbH, Regensburg University / FZ Jülich, Forschungszentrum Juelich GmbH

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• Machine Learning Variational Wave-functions for Fermions

  ORAL · Invited

  March 19, 2025, 3:42 PM – March 19, 2025, 4:18 PM

  Presenters

  • Bryan K Clark

    University of Illinois at Urbana-Champaign

  Authors

  • Bryan K Clark

    University of Illinois at Urbana-Champaign

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• Autonomous Quantum Control in the Age of AI

  ORAL · Invited

  March 19, 2025, 4:18 PM – March 19, 2025, 4:54 PM

  Presenters

  • Eliska Greplova

    Tu Delft

  Authors

  • Eliska Greplova

    Tu Delft

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• Leveraging artificial intelligence for practical applications of near-term quantum computers

  ORAL · Invited

  March 19, 2025, 4:54 PM – March 19, 2025, 5:30 PM

  Publication: Kim, Hyejin, Yiqing Zhou, Yichen Xu, Kaarthik Varma, Amir H. Karamlou, Ilan T. Rosen, Jesse C. Hoke et al. "Attention to Quantum Complexity." arXiv preprint arXiv:2405.11632 (2024).

  Presenters

  • Yiqing Zhou

    Cornell University

  Authors

  • Yiqing Zhou

    Cornell University

  View abstract →