arrow
返回

Accelerating the variational quantum eigensolver using parallelism

delete2023-05-09
delete8
delete
OA
AI
L
Lana Mineh *
A
Ashley Montanaro
DOI:10.1088/2058-9565/acd0d2delete
delete原文链接
delete原文求助
delete分享
delete收藏
摘要

摘要

En 中文
Quantum computers are getting larger and larger, but device fidelities may not be able to keep up with the increase in qubit numbers. One way to make use of a large device that has a limited gate depth is to run many small circuits simultaneously. In this paper we detail our investigations into running circuits in parallel on the Rigetti Aspen-M-1 device. We run two-qubit circuits in parallel to solve a simple instance of the Hubbard model using the variational quantum eigensolver (VQE). We present results for running up to 33 circuits in parallel (66 qubits), showing that with the use of error mitigation techniques it is possible to make use of, and gain a real-time speedup from, parallelisation on current quantum hardware. We obtain a speedup by 18x for exploring the VQE energy landscape, and by more than 8x for running VQE optimisation.
Keyword:
quantum computing
parallelisation
variational quantum eigensolver
NISQ algorithms

期刊

Quantum Science and Technology 封面图
Quantum Science and Technology
IF:
5
论文数:
1.4K
被引数:
5.1K

机构

U
University of Bristol
学者数:
3.1W
论文数: 3.0W
被引数: 5.3W
引用论文

引用论文

err分享
err收藏
Observing ground-state properties of the Fermi-Hubbard model using a scalable algorithm on a quantum computer
err2022-10-11
err39
errOAAI
errStanisic, Stasja; Bosse, Jan Lukas; Gambetta, Filippo Maria; Santos, Raul A.; Mruczkiewicz, Wojciech; O'Brien, Thomas E.; Ostby, Eric; Montanaro, Ashley
err分享
err收藏
Clinical and molecular characterization of a de novo 19p13.3 microdeletion
err2016-05-27
err0
errOAAI
errPietro Palumbo; Orazio Palumbo; Maria Pia Leone; Raffaella Stallone; Teresa Palladino; Leopoldo Zelante; Massimo Carella
err分享
err收藏
Quantum Algorithms to Simulate Many-Body Physics of Correlated Fermions用于模拟相关费米子的多体物理的量子算法
err2018-04-26
err141
errOAAI
errJiang, Zhang; Sung, Kevin J.; Kechedzhi, Kostyantyn; Smelyanskiy, Vadim N.; Boixo, Sergio
err分享
err收藏
Cellular and developmental control of O2 homeostasis by hypoxia-inducible factor 1α
err1998-01-15
err0
errOAAI
errNarayan V. Iyer; Lori E. Kotch; Faton Agani; Sandra W. Leung; Erik Laughner; Roland H. Wenger; Max Gassmann; John D. Gearhart; Ann M. Lawler; Aimee Y. Yu; Gregg L. Semenza
err分享
err收藏
Strategies for solving the Fermi-Hubbard model on near-term quantum computers
err2020-12-10
err111
errOAAI
errCade, Chris; Mineh, Lana; Montanaro, Ashley; Stanisic, Stasja
err分享
err收藏
Odorant Item Specific Olfactory Identification Deficit May Differentiate Alzheimer Disease From Aging
err2018-08-01
err0
errOAAI
errMatthew R. Woodward; Muhammad Ubaid Hafeez; Qianya Qi; Ahmed Riaz; Ralph H.B. Benedict; Li Yan; Kinga Szigeti; Valory Pavlik; Paul Massman; Eveleen Darby; Monica Rodriguear; Aisha Khaleeq Ansari; John C. DeToledo; Hemachandra Reddy; Henrick Wilms; Kim Johnson; Victoria Perez; Thomas Fairchild; Janice Knebl; Sid E. O'Bryant; James R. Hall; Leigh Johnson; Robert C. Barber; Douglas Mains; Lisa Alvarez; Munro Cullum; Roger Rosenberg; Benjamin Williams; Mary Quiceno; Joan Reisch; Linda S. Hynan; Ryan Huebinger; Janet Smith; Trung Nguyen; Donald Royall; Raymond Palmer; Marsha Polk; Alan Stevens; Marcia Ory; David Paydarfar; John Bertelson; Martin Woon; Gayle Ayres; Alyssa Aguirre; Kirk C. Wilhelmsen; Jeffrey L. Tilson
err分享
err收藏
学者 查看更多内容