Tensor Networks and Hybrid Quantum Algorithms

Presentations

• Simulating a Neutral Atom Open Quantum System with Tensor Network States

  ORAL

  March 6, 2023, 3:00 PM – March 6, 2023, 3:12 PM

  Presenters

  • James Z Allen

    • University of Illinois at Urbana-Champaign

  Authors

  • James Z Allen

    • University of Illinois at Urbana-Champaign

  • Matthew Otten

    • Argonne National Laboratory

  • Stephen K Gray

    • Argonne National Laboratory

  • Bryan K Clark

    • University of Illinois at Urbana-Champaign

  View abstract →

• Efficient tensor network simulation of quantum many-body physics on sparse graphs

  ORAL

  March 6, 2023, 3:12 PM – March 6, 2023, 3:24 PM

  Publication: https://arxiv.org/abs/2206.04701

  Presenters

  • Subhayan Sahu

    • Perimeter Institute

  Authors

  • Subhayan Sahu

    • Perimeter Institute

  • Brian Swingle

    • Brandeis University

  View abstract →

• Quantum Computing and HPC Integration

  ORAL

  March 6, 2023, 3:24 PM – March 6, 2023, 3:36 PM

  Presenters

  • Yuri Alexeev

    • Argonne National Laboratory
    • Computational Science Division, Argonne National Laboratory

  Authors

  • Yuri Alexeev

    • Argonne National Laboratory
    • Computational Science Division, Argonne National Laboratory

  • Danylo Lykov

    • University of Chicago

  • Minzhao Liu

    • University of Chicago

  • William Berquist

    • University of Houston

  View abstract →

• Mapping multidimensional chemical dynamics problems to a family of hybrid quantum and classical computing environments

  ORAL

  March 6, 2023, 3:36 PM – March 6, 2023, 3:48 PM

  Presenters

  • Anurag Dwivedi

    • Indiana University Bloomington

  Authors

  • Anurag Dwivedi

    • Indiana University Bloomington

  • Miguel Angel Lopez-Ruiz

    • Indiana University Bloomington
    • Indiana University

  • Debadrita Saha

    • Indiana University Department of Chemistry, Bloomington
    • Indiana University

  • Philip Richerme

    • Indiana University Department of Physics, Bloomington
    • Indiana University Bloomington

  • Srinivasan S Iyengar

    • Indiana Univ - Bloomington

  View abstract →

• Preparation of Strongly Correlated States in Quantum Computer

  ORAL

  March 6, 2023, 3:48 PM – March 6, 2023, 4:00 PM

  Presenters

  • Byungmin Kang

    • Massachusetts Institute of Technology

  Authors

  • Byungmin Kang

    • Massachusetts Institute of Technology

  • Vito W Scarola

    • Virginia Tech

  • Kwon Park

    • Korea Inst for Advanced Study

  View abstract →

• Large-Scale VQE Simulations with Tensor-Networks

  ORAL

  March 6, 2023, 4:00 PM – March 6, 2023, 4:12 PM

  Presenters

  • Abid A Khan

    • University of Illinois at Urbana-Champai

  Authors

  • Abid A Khan

    • University of Illinois at Urbana-Champai

  • Norm M Tubman

    • University of California, Berkeley
    • NASA Ames Research Center

  • Sohaib Alam

    • USRA

  • Bryan K Clark

    • University of Illinois at Urbana-Champaign

  • Wayne Mullinax

    • NASA

  View abstract →

• TensorQC: Towards Scalable Quantum Classical Hybrid Compute via Tensor Networks

  ORAL

  March 6, 2023, 4:12 PM – March 6, 2023, 4:24 PM

  Publication: Prior published work: https://dl.acm.org/doi/10.1145/3445814.3446758
  Preprint: https://arxiv.org/abs/2207.00933
  Submitted paper: "TensorQC: Towards Scalable Quantum Classical Hybrid Compute via Tensor Networks" in submission at ASPLOS 2023

  Presenters

  • Wei Tang

    • Princeton University

  Authors

  • Wei Tang

    • Princeton University

  • Margaret Martonosi

    • Princeton University

  View abstract →

• Maximizing success and minimizing resources: An optimal design of hybrid algorithms for NISQ era devices

  ORAL

  March 6, 2023, 4:24 PM – March 6, 2023, 4:36 PM

  Presenters

  • Yulun Wang

    • Q-CTRL Inc.

  Authors

  • Yulun Wang

    • Q-CTRL Inc.

  • Gavin Hartnett

    • Q-CTRL
    • Q-CTRL Inc

  • Yuval Baum

    • Q-CTRL
    • Q-CTRL Inc

  View abstract →

• Entanglement regularization in the quantum dynamics of tensor network states

  ORAL

  March 6, 2023, 4:36 PM – March 6, 2023, 4:48 PM

  Presenters

  • Miguel Angel Lopez-Ruiz

    • Indiana University Bloomington
    • Indiana University

  Authors

  • Miguel Angel Lopez-Ruiz

    • Indiana University Bloomington
    • Indiana University

  • Anurag Dwivedi

    • Indiana University Bloomington

  • Srinivasan S Iyengar

    • Indiana Univ - Bloomington

  View abstract →

• Time Evolution of Uniform Sequential Circuits

  ORAL

  March 6, 2023, 4:48 PM – March 6, 2023, 5:00 PM

  Publication: https://arxiv.org/abs/2210.03751

  Presenters

  • Nikita Astrakhantsev

    • Univ of Zurich

  Authors

  • Nikita Astrakhantsev

    • Univ of Zurich

  • Sheng-Hsuan Lin

    • TU Munich
    • TUM

  • Adam Smith

    • University of Nottingham

  • Frank Pollmann

    • TU Munich

  View abstract →

• Classical and Quantum Strategies to Boost Quantum Subspace Methods

  ORAL

  March 6, 2023, 5:00 PM – March 6, 2023, 5:12 PM

  Publication: Planning paper submission by March '23

  Presenters

  • Daan Camps

    • Lawrence Berkeley National Laboratory

  Authors

  • Daan Camps

    • Lawrence Berkeley National Laboratory

  • Yizhi Shen

    • Massachusetts Institute of Technology

  • Katherine Klymko

    • Lawrence Berkeley National Laboratory
    • NERSC, Lawrence Berkeley National Laboratory

  • Norm M Tubman

    • University of California, Berkeley
    • NASA Ames Research Center

  • Roel Van Beeumen

    • Lawrence Berkeley National Laboratory

  View abstract →

• Many body Green's function using variational dynamics

  ORAL

  March 6, 2023, 5:12 PM – March 6, 2023, 5:24 PM

  Presenters

  • Niladri Gomes

    • Lawrence Berkeley National Laboratory

  Authors

  • Niladri Gomes

    • Lawrence Berkeley National Laboratory

  • Lindsay Bassman

    • Lawrence Berkeley Lab

  • David B Williams-Young

    • Lawrence Berkeley National Laboratory

  • Wibe A de Jong

    • LBNL
    • Lawrence Berkeley National Laboratory

  View abstract →

• Quantum chemistry simulation of ground- and excited-state properties of the sulfonium cation on a superconducting quantum processor

  ORAL

  March 6, 2023, 5:24 PM – March 6, 2023, 5:36 PM

  Presenters

  • Mario Motta

    • IBM Research - Almaden
    • IBM Quantum, IBM Research Almaden

  Authors

  • Mario Motta

    • IBM Research - Almaden
    • IBM Quantum, IBM Research Almaden

  • Gavin O Jones

    • IBM Quantum, IBM Research Almaden

  • Julia E Rice

    • IBM Almaden Research Center

  • Tanvi P Gujarati

    • IBM Corporation

  • Rei Sakuma

    • JSR Corporation

  • Ieva Liepuoniute

    • IBM Quantum, IBM Research Almaden

  • Jeannette M Garcia

    • IBM Quantum, IBM Research Almaden

  • Yu-ya Ohnishi

    • JSR Corporation

  View abstract →

• Scaling and performance analysis of variational quantum algorithms for quantum simulation

  ORAL

  March 6, 2023, 5:36 PM – March 6, 2023, 5:48 PM

  Presenters

  • Mario Ponce Martinez

    • IQM Quantum Computers & LMU

  Authors

  • Mario Ponce Martinez

    • IQM Quantum Computers & LMU

  • Inés de Vega

    • IQM Quantum Computers
    • IQM Germany
    • IQM Quantum Computers & LMU
    • IQM

  • Martin Leib

    • IQM Quantum Computers

  View abstract →