Published August 2022 | Version Published + Submitted
Journal Article Open

Holographic Simulation of Correlated Electrons on a Trapped-Ion Quantum Processor

  • 1. ROR icon The University of Texas at Austin
  • 2. ROR icon California Institute of Technology
  • 3. ROR icon University of British Columbia

Abstract

We develop holographic quantum simulation techniques to prepare correlated electronic ground states in quantum matrix-product-state (QMPS) form, using far fewer qubits than the number of orbitals represented. Our approach starts with a holographic technique to prepare a compressed approximation to electronic mean-field ground states, known as fermionic Gaussian matrix-product states (GMPSs), with a polynomial reduction in qubit and (in select cases gate) resources compared to existing techniques. Correlations are then introduced by augmenting the GMPS circuits in a variational technique, which we denote GMPS+X. We demonstrate this approach on Quantinuum's System Model H1 trapped-ion quantum processor for one-dimensional (1D) models of correlated metal and Mott-insulating states. Focusing on the 1D Fermi-Hubbard chain as a benchmark, we show that GMPS+X methods faithfully capture the physics of correlated electron states, including Mott insulators and correlated Luttinger liquid metals, using considerably fewer parameters than problem-agnostic variational circuits.

Additional Information

Published by the American Physical Society under the terms of the Creative Commons Attribution 4.0 International license. Further distribution of this work must maintain attribution to the author(s) and the published article's title, journal citation, and DOI. (Received 10 February 2022; revised 10 June 2022; accepted 5 July 2022; published 2 August 2022) We thank Itamar Kimchi, Roger Mong, and Michael Zaletel for insightful conversations. We acknowledge support from NSF Award No. DMR-2038032 (Y.Z., A.P.), NSF-Converence Accelerator Track C award DMR- (D.N., G.K.C.), from the Alfred P. Sloan Foundation through a Sloan Research Fellowship (A.P.). R.H. was supported by the U.S. Department of Energy, Office of Science, via Award No. DE-SC0019374. Additional support for G.K.C. was provided by the Simons Collaboration on the Many-electron Problem and the Simons Investigatorship. This research was undertaken thanks, in part, to funding from the Max Planck-UBC-UTokyo Center for Quantum Materials and the Canada First Research Excellence Fund, Quantum Materials and Future Technologies Program. Numerical calculations were performed using supercomputing resources at the Texas Advanced Computing Center (TACC).

Attached Files

Published - PRXQuantum.3.030317.pdf

Submitted - 2112.10810.pdf

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Additional details

Identifiers

Eprint ID
116042
Resolver ID
CaltechAUTHORS:20220802-931437000

Funding

NSF
DMR-2038032
Alfred P. Sloan Foundation
Department of Energy (DOE)
DE-SC0019374
Simons Foundation
Max Planck-UBC-UTokyo Center for Quantum Materials
Canada First Research Excellence Fund

Dates

Created
2022-08-03
Created from EPrint's datestamp field
Updated
2022-08-03
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