Literature DB >> 33602927

Scaling advantage over path-integral Monte Carlo in quantum simulation of geometrically frustrated magnets.

Jack Raymond1, Trevor Lanting1, Andrew D King2, Sergei V Isakov3, Masoud Mohseni4, Gabriel Poulin-Lamarre1, Sara Ejtemaee1, William Bernoudy1, Isil Ozfidan1, Anatoly Yu Smirnov1, Mauricio Reis1, Fabio Altomare1, Michael Babcock1, Catia Baron1, Andrew J Berkley1, Kelly Boothby1, Paul I Bunyk1, Holly Christiani1, Colin Enderud1, Bram Evert1, Richard Harris1, Emile Hoskinson1, Shuiyuan Huang1, Kais Jooya1, Ali Khodabandelou1, Nicolas Ladizinsky1, Ryan Li1, P Aaron Lott1, Allison J R MacDonald1, Danica Marsden1, Gaelen Marsden1, Teresa Medina1, Reza Molavi1, Richard Neufeld1, Mana Norouzpour1, Travis Oh1, Igor Pavlov1, Ilya Perminov1, Thomas Prescott1, Chris Rich1, Yuki Sato1, Benjamin Sheldan1, George Sterling1, Loren J Swenson1, Nicholas Tsai1, Mark H Volkmann1, Jed D Whittaker1, Warren Wilkinson1, Jason Yao1, Hartmut Neven4, Jeremy P Hilton1, Eric Ladizinsky1, Mark W Johnson1, Mohammad H Amin1,5.   

Abstract

The promise of quantum computing lies in harnessing programmable quantum devices for practical applications such as efficient simulation of quantum materials and condensed matter systems. One important task is the simulation of geometrically frustrated magnets in which topological phenomena can emerge from competition between quantum and thermal fluctuations. Here we report on experimental observations of equilibration in such simulations, measured on up to 1440 qubits with microsecond resolution. By initializing the system in a state with topological obstruction, we observe quantum annealing (QA) equilibration timescales in excess of one microsecond. Measurements indicate a dynamical advantage in the quantum simulation compared with spatially local update dynamics of path-integral Monte Carlo (PIMC). The advantage increases with both system size and inverse temperature, exceeding a million-fold speedup over an efficient CPU implementation. PIMC is a leading classical method for such simulations, and a scaling advantage of this type was recently shown to be impossible in certain restricted settings. This is therefore an important piece of experimental evidence that PIMC does not simulate QA dynamics even for sign-problem-free Hamiltonians, and that near-term quantum devices can be used to accelerate computational tasks of practical relevance.

Entities:  

Year:  2021        PMID: 33602927     DOI: 10.1038/s41467-021-20901-5

Source DB:  PubMed          Journal:  Nat Commun        ISSN: 2041-1723            Impact factor:   14.919


  5 in total

1.  A phase-field model by an Ising machine and its application to the phase-separation structure of a diblock polymer.

Authors:  Katsuhiro Endo; Yoshiki Matsuda; Shu Tanaka; Mayu Muramatsu
Journal:  Sci Rep       Date:  2022-06-24       Impact factor: 4.996

2.  Factorization by quantum annealing using superconducting flux qubits implementing a multiplier Hamiltonian.

Authors:  Daisuke Saida; Mutsuo Hidaka; Kentaro Imafuku; Yuki Yamanashi
Journal:  Sci Rep       Date:  2022-08-11       Impact factor: 4.996

3.  Localization Detection Based on Quantum Dynamics.

Authors:  Kazue Kudo
Journal:  Entropy (Basel)       Date:  2022-08-05       Impact factor: 2.738

4.  Superconducting quantum circuit of NOR in quantum annealing.

Authors:  Daisuke Saida; Mutsuo Hidaka; Kouhei Miyake; Kentaro Imafuku; Yuki Yamanashi
Journal:  Sci Rep       Date:  2022-09-23       Impact factor: 4.996

5.  Assessment of image generation by quantum annealer.

Authors:  Takehito Sato; Masayuki Ohzeki; Kazuyuki Tanaka
Journal:  Sci Rep       Date:  2021-06-29       Impact factor: 4.379

  5 in total

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