Hardware and Machine Learning for Fast Control

Presentations

• Optimal quantum control for transmons with Reinforcement Learning

  ORAL

  March 7, 2023, 11:00 AM – March 7, 2023, 11:12 AM

  Presenters

  • Emily Wright

    University of Victoria

  Authors

  • Emily Wright

    University of Victoria

  • Rogério de Sousa

    University of Victoria, Department of Physics and Astronomy, Centre for Advanced Materials and Related Technology, University of Victoria, Victoria, British Columbia V8W 2Y2, Canada, Dept. of Physics and Astronomy, and Centre for Advanced Materials and Related Technology, University of Victoria, British Columbia, Canada

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• Realizing a deep reinforcement learning agent discovering real-time feedback control strategies for a quantum system

  ORAL

  March 7, 2023, 11:12 AM – March 7, 2023, 11:24 AM

  Presenters

  • Jonas Landgraf

    Max Planck Institute for the Science of Light

  Authors

  • Jonas Landgraf

    Max Planck Institute for the Science of Light

  • Kevin Reuer

    ETH Zurich

  • Thomas Foesel

    Max Planck Institute for the Science of Light

  • James O'Sullivan

    ETH Zurich

  • Liberto Beltrán

    ETH Zurich

  • Abdulkadir Akin

    ETH Zurich

  • Graham J Norris

    ETH Zurich

  • Ants Remn

    ETH Zurich

  • Michael Kerschbaum

    ETH Zurich

  • Jean-Claude Besse

    ETH Zurich

  • Florian Marquardt

    Max Planck Institute for the Science of Light, Friedrich-Alexander University Erlangen-

  • Andreas Wallraff

    ETH Zurich

  • Christopher Eichler

    ETH Zurich, ETH, ETH Zurich, FAU Erlangen-Nürnberg

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• Data-Driven Qubit Characterization and Optimal Control using Deep Learning

  ORAL

  March 7, 2023, 11:24 AM – March 7, 2023, 11:36 AM

  Presenters

  • Paul Surrey

    II. Physikalisches Institut, RWTH Aachen

  Authors

  • Paul Surrey

    II. Physikalisches Institut, RWTH Aachen

  • Julian Teske

    RWTH Aachen University, JARA-FIT Institute for Quantum Information, Forschungszentrum Jülich GmbH and RWTH Aachen University, 52074 Aachen, Germany

  • Tobias Hangleiter

    JARA-FIT Institute for Quantum Information, Forschungszentrum Jülich GmbH and RWTH Aachen University, 52074 Aachen, Germany

  • Pascal Cerfontaine

    JARA-FIT Institute for Quantum Information, Forschungszentrum Jülich GmbH and RWTH Aachen University, 52074 Aachen, Germany

  • Hendrik Bluhm

    RWTH Aachen University, RWTH Aachen, JARA-FIT Institute for Quantum Information, Forschungszentrum Jülich GmbH and RWTH Aachen University, 52074 Aachen, Germany

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• Combining machine-learning characterization and quantum optimal control to improve superconducting qubit operations

  ORAL

  March 7, 2023, 11:36 AM – March 7, 2023, 11:48 AM

  Presenters

  • Elie Genois

    Universite de Sherbrooke

  Authors

  • Elie Genois

    Universite de Sherbrooke

  • Noah J Stevenson

    University of California, Berkeley

  • Gerwin Koolstra

    University of California, Berkeley

  • Irfan Siddiqi

    University of California, Berkeley, Lawrence Berkeley National Laboratory

  • Alexandre Blais

    Universite de Sherbrooke, Université de Sherbrooke

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• Recommender System Expedited Quantum Control Optimization

  ORAL

  March 7, 2023, 11:48 AM – March 7, 2023, 12:00 PM

  Publication: arXiv:2201.12550

  Presenters

  • Priya Batra

    IISER Pune

  Authors

  • Priya Batra

    IISER Pune

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• Neural network accelerator for universal quantum control

  ORAL

  March 7, 2023, 12:00 PM – March 7, 2023, 12:12 PM

  Presenters

  • A. Baris Ozguler

    Fermilab

  Authors

  • A. Baris Ozguler

    Fermilab

  • Giuseppe Di Guglielmo

    Fermilab

  • Manuel Blanco Valentín

    Northwestern University

  • David Xu

    Columbia University

  • Nhan V Tran

    Fermilab

  • Gabriel N Perdue

    Fermilab

  • Luca Carloni

    Columbia University

  • Farah Fahim

    Fermilab

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• Control, gates, and error correction of GKP codes in bosonic cQED

  ORAL · Invited

  March 7, 2023, 12:12 PM – March 7, 2023, 12:48 PM

  Publication: [1] Gottesman, Kitaev, Preskill, PRA 2001; [2] Campagne-Ibarcq, Eickbusch, Touzard et al. Nature 2020 ; [3] Flühmann et al. Nature 2019 ; [4] de Neeve et al. Nature Physics 2022; [5] Eickbusch et al. Nature Physics 2022; [6] Sivak et al. in preparation 2022.

  Presenters

  • Alec W Eickbusch

    Yale University

  Authors

  • Alec W Eickbusch

    Yale University

  • Andy Z Ding

    Yale University

  • Benjamin L Brock

    Yale University

  • Volodymyr Sivak

    Yale University

  • Shraddha Singh

    Yale University

  • Baptiste Royer

    Yale University, Université de Sherbrooke

  • Suhas S Ganjam

    Yale University

  • Salvatore S Elder

    Yale University

  • Shantanu Jha

    Yale University

  • Jayameenakshi Venkatraman

    Yale University

  • Stijn J de Graaf

    Yale University

  • Benjamin J Chapman

    Yale University

  • Ioannis Tsioutsios

    Yale University

  • Alessandro Miano

    Yale University

  • Luigi Frunzio

    Yale University

  • Shruti Puri

    Yale University

  • Steven M Girvin

    Yale University

  • Robert J Schoelkopf

    Yale University

  • Michel H Devoret

    Yale University

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• FPGA-based signal generation and readout of SNSPD signals for quantum communication

  ORAL

  March 7, 2023, 12:48 PM – March 7, 2023, 1:00 PM

  Presenters

  • Christina Wang

    Caltech

  Authors

  • Christina Wang

    Caltech

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• Real-time Fast Feedback Experiment enabled by a Customized FPGA-Based Control System

  ORAL

  March 7, 2023, 1:00 PM – March 7, 2023, 1:12 PM

  Publication: A. Butko et al., "Understanding Quantum Control Processor Capabilities and Limitations through Circuit Characterization," 2020 International Conference on Rebooting Computing (ICRC), 2020, pp. 66-75, doi: 10.1109/ICRC2020.2020.00011.

  Presenters

  • Anastasiia Butko

    Lawrence Berkeley National Laboratory

  Authors

  • Anastasiia Butko

    Lawrence Berkeley National Laboratory

  • Yilun Xu

    Lawrence Berkeley National Laboratory

  • Gang Huang

    Lawrence Berkeley National Laboratory

  • Ravi K Naik

    Lawrence Berkeley National Laboratory

  • David I Santiago

    Lawrence Berkeley National Laboratory

  • Irfan Siddiqi

    University of California, Berkeley, Lawrence Berkeley National Laboratory

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• QubiC update, the flexible full stack quantum bit control system

  ORAL

  March 7, 2023, 1:12 PM – March 7, 2023, 1:24 PM

  Presenters

  • Gang Huang

    Lawrence Berkeley National Laboratory

  Authors

  • Gang Huang

    Lawrence Berkeley National Laboratory

  • Yilun Xu

    Lawrence Berkeley National Laboratory

  • Neelay Fruitwala

    Lawrence Berkeley National Lab

  • Ravi K Naik

    Lawrence Berkeley National Laboratory

  • Kasra Nowrouzi

    Lawrence Berkeley National Laboratory

  • David I Santiago

    Lawrence Berkeley National Laboratory

  • Irfan Siddiqi

    University of California, Berkeley, Lawrence Berkeley National Laboratory

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• Distributed Processor for FPGA-based Superconducting Qubit Control Using QubiC

  ORAL

  March 7, 2023, 1:24 PM – March 7, 2023, 1:36 PM

  Presenters

  • Neelay Fruitwala

    Lawrence Berkeley National Lab

  Authors

  • Neelay Fruitwala

    Lawrence Berkeley National Lab

  • Gang Huang

    Lawrence Berkeley National Laboratory

  • Yilun Xu

    Lawrence Berkeley National Laboratory

  • Ravi K Naik

    Lawrence Berkeley National Laboratory

  • Kasra Nowrouzi

    Lawrence Berkeley National Laboratory

  • David I Santiago

    Lawrence Berkeley National Laboratory

  • Irfan Siddiqi

    University of California, Berkeley, Lawrence Berkeley National Laboratory

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• Driving a two-qubit gate between transmons using digitally reconfigurable cryogenic CMOS control electronics.

  ORAL

  March 7, 2023, 1:36 PM – March 7, 2023, 1:48 PM

  Presenters

  • Joseph A Glick

    IBM Quantum

  Authors

  • Joseph A Glick

    IBM Quantum

  • Devin L Underwood

    IBM TJ Watson Research Center, IBM Quantum

  • Ken Inoue

    IBM Quantum

  • Sudipto Chakraborty

    IBM Quantum

  • David Frank

    IBM Quantum

  • Kevin Tien

    IBM Quantum

  • Pat Rosno

    IBM Quantum

  • Mark Yeck

    IBM Quantum

  • Raphael Robertazzi

    IBM Quantum

  • John Timmerwilke

    IBM Quantum

  • Chris W Baks

    IBM Quantum

  • Donald S Bethune

    IBM Quantum

  • Thomas Fox

    IBM Quantum

  • Vincent Diluoffo

    IBM Quantum

  • Scott Lekuch

    IBM Quantum

  • John F Bulzachelli

    IBM Quantum

  • Daniel Ramierez

    IBM Quantum

  • Rajiv V Joshi

    IBM Quantum

  • Brian Gaucher

    IBM Quantum

  • Daniel J Friedman

    IBM Quantum

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• Control of a 2-qubit superconducting quantum processor unit-cell using a cryogenic CMOS integrated circuit

  ORAL

  March 7, 2023, 1:48 PM – March 7, 2023, 2:00 PM

  Publication: [1] Arute et al, Nature 574.7779 (2019): 505-510.

  Presenters

  • Juhwan Yoo

    Google LLC

  Authors

  • Juhwan Yoo

    Google LLC

  • Jimmy Chen

    Google LLC

  • Frank C Arute

    Google LLC

  • Shirin Montazeri

    Google LLC

  • Marco Szalay

    Google LLC

  • Catherine M Erickson

    Google LLC

  • Evan Jeffrey

    Google LLC

  • Reza Fatemi

    Google LLC

  • Marissa Giustina

    Google LLC

  • Markus Ansmann

    Google LLC

  • Erik Lucero

    Google LLC

  • Julian Kelly

    Google AI Quantum, Google LLC

  • Joseph Bardin

    Google LLC

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