Hardware and Machine Learning for Fast Control

Presentations

• Optimal quantum control for transmons with Reinforcement Learning

  ORAL

  March 7, 2023, 8:00 AM – March 7, 2023, 8:12 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, 8:12 AM – March 7, 2023, 8:24 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, 8:24 AM – March 7, 2023, 8:36 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, 8:36 AM – March 7, 2023, 8:48 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, 8:48 AM – March 7, 2023, 9:00 AM

  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, 9:00 AM – March 7, 2023, 9:12 AM

  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, 9:12 AM – March 7, 2023, 9:48 AM

  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

  View abstract →

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

  ORAL

  March 7, 2023, 9:48 AM – March 7, 2023, 10:00 AM

  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, 10:00 AM – March 7, 2023, 10:12 AM

  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, 10:12 AM – March 7, 2023, 10:24 AM

  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, 10:24 AM – March 7, 2023, 10:36 AM

  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, 10:36 AM – March 7, 2023, 10:48 AM

  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

  View abstract →

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

  ORAL

  March 7, 2023, 10:48 AM – March 7, 2023, 11:00 AM

  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

  View abstract →