Tensor Networks and Hybrid Quantum Algorithms

Presentations

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

  ORAL

  March 6, 2023, 6:00 PM – March 6, 2023, 6:12 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, 6:12 PM – March 6, 2023, 6:24 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, 6:24 PM – March 6, 2023, 6:36 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, 6:36 PM – March 6, 2023, 6:48 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, 6:48 PM – March 6, 2023, 7:00 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, 7:00 PM – March 6, 2023, 7:12 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, 7:12 PM – March 6, 2023, 7:24 PM

  Publication: Prior published work: https://dl.acm.org/doi/10.1145/3445814.3446758<br>Preprint: https://arxiv.org/abs/2207.00933<br>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, 7:24 PM – March 6, 2023, 7:36 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, 7:36 PM – March 6, 2023, 7:48 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, 7:48 PM – March 6, 2023, 8:00 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, 8:00 PM – March 6, 2023, 8:12 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, 8:12 PM – March 6, 2023, 8:24 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, 8:24 PM – March 6, 2023, 8:36 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, 8:36 PM – March 6, 2023, 8:48 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 →