V: Machine Learning for Quantum Matter

Presentations

• Applying the Variational Principle to Quantum Field Theory with Neural-Networks

  ORAL

  March 20, 2023, 12:30 PM – March 20, 2023, 12:42 PM

  Presenters

  • John M Martyn

    • Massachusetts Institute of Technology

  Authors

  • John M Martyn

    • Massachusetts Institute of Technology

  • Di Luo

    • Massachusetts Institute of Technology

  • Khadijeh Najafi

    • IBM

  View abstract →

• Learning Gradient Boosting Ground States for Quantum Many-Body Systems

  ORAL

  March 20, 2023, 12:42 PM – March 20, 2023, 12:54 PM

  Presenters

  • Vladimir Vargas-Calderón

    • Zapata Computing Inc

  Authors

  • Vladimir Vargas-Calderón

    • Zapata Computing Inc

  • Johan Ríos

    • Universidad Nacional de Colombia

  • Herbert Vinck-Posada

    • Universidad Nacional de Colombia

  View abstract →

• Probing interacting topological matter with neural-network quantum states

  ORAL

  March 20, 2023, 12:54 PM – March 20, 2023, 1:06 PM

  Presenters

  • Fan Yang

    • EPFL

  Authors

  • Fan Yang

    • EPFL

  • Dian Wu

    • École polytechnique fédérale de Lausanne

  • Giuseppe Carleo

    • École polytechnique fédérale de Lausanne
    • EPFL

  View abstract →