Quantum Error Mitigation and Machine Learning

Presentations

• Resource efficient transfer learning approach for error mitigation of quantum circuits at scale

  ORAL

  March 4, 2024, 4:00 PM – March 4, 2024, 4:12 PM

  Presenters

  • Yuval Baum

    Q-CTRL

  Authors

  • Yuval Baum

    Q-CTRL

  • Gavin S Hartnett

    Q-CTRL

  • Nuiok Dicair

    Q-CTRL

  View abstract →

• ABSTRACT WITHDRAWN

  COFFEE_KLATCH

  March 4, 2024, 4:12 PM – March 4, 2024, 4:24 PM

  View abstract →

• Machine Learning for Practical Quantum Error Mitigation

  ORAL

  March 4, 2024, 4:24 PM – March 4, 2024, 4:36 PM

  Presenters

  • Haoran Liao

    University of California, Berkeley

  Authors

  • Haoran Liao

    University of California, Berkeley

  • Derek S Wang

    IBM Quantum, IBM T.J. Watson Research Center, IBM Quantum

  • Iskandar Sitdikov

    IBM Quantum

  • Ciro Salcedo

    Columbia University

  • Alireza Seif

    IBM Quantum, University of Chicago

  • Zlatko K Minev

    IBM Quantum, IBM

  View abstract →

• Virtual distillation with neural quantum states

  ORAL

  March 4, 2024, 4:36 PM – March 4, 2024, 4:48 PM

  Presenters

  • Ryo Maekura

    The University of Tokyo

  Authors

  • Ryo Maekura

    The University of Tokyo

  • Yasunari Suzuki

    NTT Computer and Data Science Laboratories

  • Nobuyuki Yoshioka

    University of Tokyo, Department of Applied Physics, The University of Tokyo

  • Yuuki Tokunaga

    NTT Computer and Data Science Laboratories

  View abstract →

• Quantum Computing of a Frenkel Hamiltonian with Deep Learning-Based Error Mitigation

  ORAL

  March 4, 2024, 4:48 PM – March 4, 2024, 5:00 PM

  Presenters

  • Yi-Ting Lee

    University of Illinois at Urbana-Champai

  Authors

  • Yi-Ting Lee

    University of Illinois at Urbana-Champai

  • Vijaya Begum-Hudde

    University of Illinois at Urbana-Champaign

  • Barbara Jones

    IBM

  • Andre Schleife

    University of Illinois at Urbana-Champaign

  View abstract →

• Automating physical experiments via Large Language Models: an attempt on superconducting quantum processors

  ORAL

  March 4, 2024, 5:00 PM – March 4, 2024, 5:12 PM

  Presenters

  • Zijian Zhang

    University of Toronto

  Authors

  • Zijian Zhang

    University of Toronto

  • Shuxiang Cao

    University of Oxford

  • Mohammed Alghadeer

    University of California, Berkeley, University of Oxford

  • Simone D Fasciati

    University of Oxford

  • Michele Piscitelli

    University of Oxford

  • Mustafa S Bakr

    University of Oxford

  • Peter J Leek

    University of Oxford

  • Alán Aspuru-Guzik

    University of Toronto

  View abstract →

• What is optimal way to mitigate/suppress quantum errors?

  ORAL · Invited

  March 4, 2024, 5:12 PM – March 4, 2024, 5:48 PM

  Publication: [1] K. Tsubouchi, T. Sagawa, N. Yoshioka, "Universal cost bound of quantum error mitigation based on quantum estimation theory", arXiv:2208.09385, to appear in PRL.
  [2] N. Yoshioka, Y. Suzuki, S. Endo, Y. Tokunaga, S. Akibue, "Optimal random compilation for early fault-tolerant quantum computing", in preparation.
  [3] N. Yoshioka, T. Okubo, Y. Suzuki, Y. Koizumi, W. Mizukami, "Hunting for quantum-classical crossover in condensed matter problems," arXiv:2210.14109.

  Presenters

  • Nobuyuki Yoshioka

    University of Tokyo, Department of Applied Physics, The University of Tokyo

  Authors

  • Nobuyuki Yoshioka

    University of Tokyo, Department of Applied Physics, The University of Tokyo

  View abstract →

• Confirmation of Spatiotemporally-correlated Qubit Errors from Cosmic Rays

  ORAL

  March 4, 2024, 5:48 PM – March 4, 2024, 6:00 PM

  Presenters

  • Patrick M Harrington

    Massachusetts Institute of Technology MI, Massachusetts Institute of Technology, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology MIT

  Authors

  • Patrick M Harrington

    Massachusetts Institute of Technology MI, Massachusetts Institute of Technology, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology MIT

  • Mingyu Li

    Massachusetts Institute of Technology MIT

  • Max Hays

    MIT, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology MI, Massachusetts Institute of Technology, Massachussets Institute of Technology, Massachusetts Institute of Technology MIT

  • Wouter Van De Pontseele

    Massachusetts Institute of Technology MIT

  • Daniel Mayer

    Massachusetts Institute of Technology MIT

  • Michael A Gingras

    MIT Lincoln Laboratory

  • Bethany M Niedzielski

    MIT Lincoln Lab, MIT Lincoln Laboratory

  • Hannah M Stickler

    MIT Lincoln Laboratory

  • Jonilyn L Yoder

    MIT Lincoln Lab, MIT Lincoln Laboratory

  • Mollie E Schwartz

    MIT Lincoln Laboratory

  • Jeffrey A Grover

    Massachusetts Institute of Technology, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology MIT

  • Kyle Serniak

    MIT Lincoln Laboratory & MIT RLE, MIT Lincoln Laboratory, MIT Lincoln Laboratory, MIT RLE

  • Joseph A Formaggio

    Massachusetts Institute of Technology MIT

  • William D Oliver

    Massachusetts Institute of Technology MI, Massachusetts Institute of Technology, Massachusetts Institute of Technology (MIT), Massachusetts Institute of Technology MIT

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• Modeling and testing novel quasiparticle traps on superconducting qubits via geometric gap engineering

  ORAL

  March 4, 2024, 6:00 PM – March 4, 2024, 6:12 PM

  Presenters

  • Ugur Alyanak

    Fermilab, University of Chicago

  Authors

  • Ugur Alyanak

    Fermilab, University of Chicago

  • Ziwen Huang

    Fermilab

  • Wei-Ting Lin

    University of Michigan

  • Xinyuan You

    Fermilab

  • Alexander Romanenko

    Fermilab, Fermi National Accelerator Laboratory

  • Anna Grassellino

    Fermilab, Fermi National Accelerator Laboratory

  • Young-Kee Kim

    University of Chicago, APS President 2024, University of Chicago

  • Shaojiang Zhu

    Fermilab, Fermi National Accelerator Laboratory

  View abstract →

• Modeling Particle Impacts and Quasiparticle Poisoning in Superconducting Qubit Arrays

  ORAL

  March 4, 2024, 6:12 PM – March 4, 2024, 6:24 PM

  Presenters

  • Eric Yelton

    Syracuse University

  Authors

  • Eric Yelton

    Syracuse University

  • Clayton Larson

    Syracuse University

  • Kenneth R Dodge

    Syracuse University

  • Vito M Iaia

    Syracuse University

  • Gianluigi Catelani

    Technology Innovation Institute, Technological Innovation Institute, Forschungszentrum Jülich GmbH

  • Noah Kurinsky

    SLAC National Accelerator Laboratory; Kavli Institute for Particle Astrophysics & Cosmology

  • Paul G Baity

    Brookhaven National Lab

  • Robert McDermott

    University of Wisconsin - Madison

  • B.L.T. Plourde

    Syracuse University

  View abstract →

• Optimal Experimental Design for Quantum Circuits:A case study for the mitigation of quasiparticle poisoning

  ORAL

  March 4, 2024, 6:24 PM – March 4, 2024, 6:36 PM

  Presenters

  • Paul G Baity

    University of Glasgow, Brookhaven National Laboratory

  Authors

  • Paul G Baity

    University of Glasgow, Brookhaven National Laboratory

  • Natalie Isenberg

    Brookhaven National Laboratory

  • Kristofer Reyes

    Brookhaven National Laboratory

  • Byung-Jun Yoon

    Brookhaven National Laboratory

  • Gilchan Park

    Brookhaven National Laboratory

  • Eric Yelton

    Syracuse University

  • Clayton Larson

    Syracuse University

  • Spencer Weeden

    University of Wisconsin-Madison, University of Wisconsin Madison, University of Wisconsin - Madison

  • Gabriel Spahn

    University of Wisconsin - Madison

  • Robert McDermott

    University of Wisconsin - Madison

  • Britton L Plourde

    Syracuse University

  • Nathan Urban

    Brookhaven National Laboratory

  • Adolfy Hoisie

    Brookhaven National Laboratory

  View abstract →

• Impact of Ionizing Radiation on Energy Relaxation in Superconducting Fluxonium Qubits

  ORAL

  March 4, 2024, 6:36 PM – March 4, 2024, 6:48 PM

  Presenters

  • Nicolas Gosling

    Karlsruhe Institute fuer Technologie

  Authors

  • Nicolas Gosling

    Karlsruhe Institute fuer Technologie

  • Francesco D DeDominicis

    INFN, Laboratori Nazionali del Gran Sasso, GSSI, INFN

  • Martin Spiecker

    IQMT and PHI, Karlsruhe Institute of Technology (KIT)

  • Patrick Paluch

    IQMT and PHI, Karlsruhe Institute of Technology (KIT)

  • Ambra Mariani

    INFN, Sezione di Roma, INFN

  • Nicolas Zapata

    Karlsruhe Institute of Technology

  • Ivan Colantoni

    INFN, Sezione di Roma, INFN, INFN, CNR-NANOTEC

  • Ivan Colantoni

    INFN, Sezione di Roma, INFN, INFN, CNR-NANOTEC

  • Ivan Colantoni

    INFN, Sezione di Roma, INFN, INFN, CNR-NANOTEC

  • Stefano Pirro

    INFN, Laboratori Nazionali del Gran Sasso, INFN

  • Laura Cardani

    INFN, Sezione di Roma, INFN

  • Ioan-Mihai Pop

    Karlsruhe Institute of Technology, IQMT and PHI, Karlsruhe Institute of Technology; University of Stuttgart

  View abstract →

• Characterizing frequency fluctuations induced non-Markovian noise in superconducting qubits

  ORAL

  March 4, 2024, 6:48 PM – March 4, 2024, 7:00 PM

  Publication: [1] Abhishek Agarwal, Lachlan P. Lindoy, Deep Lall, Francois Jamet, and Ivan Rungger. "Modelling non-Markovian noise in driven superconducting qubits." arXiv preprint arXiv:2306.13021 (2023).
  [2] Abhishek Agarwal, Lachlan P. Lindoy, Yannic Rath, Deep Lall, and Ivan Rungger. "Identifying qubit frequency fluctuations in superconducting qubits" (in preparation)

  Presenters

  • Abhishek Agarwal

    National Physical Laboratory (NPL)

  Authors

  • Abhishek Agarwal

    National Physical Laboratory (NPL)

  • Lachlan Lindoy

    National Physical Laboratory (NPL)

  • Yannic Rath

    National Physical Laboratory (NPL)

  • Deep M Lall

    National Physical Laboratory (NPL)

  • Ivan Rungger

    National Physical Laboratory, National Physical Laboratory (NPL)

  View abstract →