Quantum Optimal Control and Machine Learning

Presentations

• Universal Quantum Control through Deep Reinforcement Learning

  ORAL

  March 8, 2019, 8:00 AM – March 8, 2019, 8:12 AM

  Presenters

  • Murphy Yuezhen Niu

    • Massachusetts Institute of Technology
    • Physics, Masachusetts Institute of Technology
    • Physics, MIT

  Authors

  • Murphy Yuezhen Niu

    • Massachusetts Institute of Technology
    • Physics, Masachusetts Institute of Technology
    • Physics, MIT

  • Vadim Smelyanskiy

    • Google Inc.
    • Quantum A. I. Laboratory, Google

  • Sergio Boixo

    • Google Inc.
    • Quantum A. I. Laboratory, Google

  • Hartmut Neven

    • Google Inc.
    • Quantum A. I. Laboratory, Google
    • Google

  View abstract →

• Reinforcement learning using AlphaZero to optimize entanglement sythesis in circuit QED

  ORAL

  March 8, 2019, 8:12 AM – March 8, 2019, 8:24 AM

  Presenters

  • Felix Motzoi

    • Aarhus University
    • Physics, Aarhus University

  Authors

  • Felix Motzoi

    • Aarhus University
    • Physics, Aarhus University

  • Mogens Dalgaard

    • Aarhus University

  • Jens Jakob Sorenson

    • Aarhus University

  • Jacob F Sherson

    • Aarhus University

  View abstract →

• Applications of machine learning and related techniques to quantum control problems

  Invited

  March 8, 2019, 8:24 AM – March 8, 2019, 9:00 AM

  Presenters

  • Sergio Boixo

    • Google Inc.
    • Quantum A. I. Laboratory, Google

  Authors

  • Sergio Boixo

    • Google Inc.
    • Quantum A. I. Laboratory, Google

  • Murphy Niu

    • Google Inc.

  • Vadim Smelyanskiy

    • Google Inc.
    • Quantum A. I. Laboratory, Google

  • Hartmut Neven

    • Google Inc.
    • Quantum A. I. Laboratory, Google
    • Google

  View abstract →

• Filtering noise through quantum control in high-dimensional systems

  ORAL

  March 8, 2019, 9:00 AM – March 8, 2019, 9:12 AM

  Presenters

  • Michael Jordan Biercuk

    • Univ of Sydney
    • Q-CTRL
    • School of Physics, The University of Sydney
    • Quantum Control Laboratory, The University of Sydney

  Authors

  • Michael Hush

    • Q-CTRL

  • Harrison Ball

    • Q-CTRL

  • Claire Edmunds

    • Univ of Sydney
    • Q-CTRL

  • Dennis Lucarelli

    • Q-CTRL

  • Michael Jordan Biercuk

    • Univ of Sydney
    • Q-CTRL
    • School of Physics, The University of Sydney
    • Quantum Control Laboratory, The University of Sydney

  View abstract →

• Fast, high-fidelity single-qubit gates in strongly coupled multi-qubit systems

  ORAL

  March 8, 2019, 9:12 AM – March 8, 2019, 9:24 AM

  Presenters

  • Xiuhao Deng

    • Shenzhen Institute of Quantum Science and Engineering, SUSTech
    • Virginia Tech

  Authors

  • Xiuhao Deng

    • Shenzhen Institute of Quantum Science and Engineering, SUSTech
    • Virginia Tech

  • Edwin Barnes

    • Virginia Tech
    • Physics, Virginia Tech
    • Physics, Virgina Tech

  • Sophia Economou

    • Virginia Tech
    • Department of Physics, Virginia Tech
    • Physics, Virginia Tech
    • Physics, Virgina Tech

  View abstract →

• Optimal Control for Robust Atomic Fountain Interferometers

  ORAL

  March 8, 2019, 9:24 AM – March 8, 2019, 9:36 AM

  Presenters

  • Michael Goerz

    • U.S. Army Research Laboratory

  Authors

  • Michael Goerz

    • U.S. Army Research Laboratory

  • Paul Kunz

    • U.S. Army Research Laboratory

  • Mark Kasevich

    • Physics Department, Stanford University

  • Vladimir Malinovsky

    • U.S. Army Research Laboratory

  View abstract →

• Hamiltonian Amplification

  ORAL

  March 8, 2019, 9:36 AM – March 8, 2019, 9:48 AM

  Presenters

  • Christian Arenz

    • Frick Laboratory, Princeton University

  Authors

  • Christian Arenz

    • Frick Laboratory, Princeton University

  • Denys Bondar

    • Department of Physics, Tulane University

  • Daniel Burgarth

    • Department of Mathematics, Aberystwyth University

  • Cecilia Cormick

    • Universidad Nacional de Cordoba

  • Herschel A Rabitz

    • Frick Laboratory, Princeton University
    • Princeton University

  View abstract →

• Enhanced superconducting qubit gates via accelerated adiabatic evolution

  ORAL

  March 8, 2019, 9:48 AM – March 8, 2019, 10:00 AM

  Presenters

  • Hugo Ribeiro

    • Max Planck Institute for the Science of Light

  Authors

  • Hugo Ribeiro

    • Max Planck Institute for the Science of Light

  • Aashish Clerk

    • Institute for Molecular Engineering, University Of Chicago
    • Molecular Engineering, Institute for Molecular Engineering at the University of Chicago
    • Institute for Molecular Engineering, University of Chicago
    • University of Chicago

  View abstract →

• Optimized Single Flux Quantum Pulse Trains for High-fidelity Qubit Control

  ORAL

  March 8, 2019, 10:00 AM – March 8, 2019, 10:12 AM

  Presenters

  • Kangbo Li

    • University of Wisconsin - Madison

  Authors

  • Kangbo Li

    • University of Wisconsin - Madison

  • Robert F McDermott

    • University of Wisconsin - Madison
    • Univ of Wiconsin, Madison
    • Physics, University of Wisconsin-Madison
    • University of Wisconsin-Madison

  • Maxim Vavilov

    • University of Wisconsin - Madison
    • Department of Physics, University of Wisconsin - Madison
    • University of Wisconsin, Madison
    • Physics, University of Wisconsin - Madison
    • Department of Physics, University of Wisconsin - Madison, Madison, WI 53706
    • University of Wisconsin-Madison

  View abstract →

• Minimal Time Robust Control for Superconducting Qubit Devices

  ORAL

  March 8, 2019, 10:12 AM – March 8, 2019, 10:24 AM

  Presenters

  • Eran Ginossar

    • Advanced Technology Institute, University of Surrey
    • University of Surrey
    • Advanced Technology Institute and Department of Physics, University of Surrey

  Authors

  • Eran Ginossar

    • Advanced Technology Institute, University of Surrey
    • University of Surrey
    • Advanced Technology Institute and Department of Physics, University of Surrey

  • Joseph Allen

    • Advanced Technology Institute, University of Surrey

  • Robert Kosut

    • SC Solutions
    • SC Solutions, Inc.

  View abstract →

• Error robust quantum logic for superconducting circuits

  ORAL

  March 8, 2019, 10:24 AM – March 8, 2019, 10:36 AM

  Presenters

  • Harrison Ball

    • Q-CTRL

  Authors

  • Harrison Ball

    • Q-CTRL

  • Per J Liebermann

    • Q-CTRL

  • Michael Hush

    • Q-CTRL

  • Michael Jordan Biercuk

    • Univ of Sydney
    • Q-CTRL
    • School of Physics, The University of Sydney
    • Quantum Control Laboratory, The University of Sydney

  View abstract →

• Geometric formalism for constructing arbitrary single-qubit dynamically corrected gates

  ORAL

  March 8, 2019, 10:36 AM – March 8, 2019, 10:48 AM

  Presenters

  • Junkai Zeng

    • Virginia Tech

  Authors

  • Junkai Zeng

    • Virginia Tech

  • Edwin Barnes

    • Virginia Tech
    • Physics, Virginia Tech
    • Physics, Virgina Tech

  View abstract →