Mitigating the Sign Problem through Basis Rotations

Ryan Levy, Bryan K. Clark

Research output: Contribution to journalArticlepeer-review

Abstract

Quantum Monte Carlo simulations of quantum many-body systems are plagued by the Fermion sign problem. The computational complexity of simulating Fermions scales exponentially in the projection time β and system size. The sign problem is basis dependent and an improved basis, for fixed errors, leads to exponentially quicker simulations. We show how to use sign-free quantum Monte Carlo simulations to optimize over the choice of basis on large two-dimensional systems. We numerically illustrate these techniques decreasing the "badness"of the sign problem by optimizing over single-particle basis rotations on one- and two-dimensional Hubbard systems. We find a generic rotation which improves the average sign of the Hubbard model for a wide range of U and densities for L×4 systems. In one example improvement, the average sign (and hence simulation cost at fixed accuracy) for the 16×4 Hubbard model at U/t=4 and n=0.75 increases by exp[8.64(6)β]. For typical projection times of β⪆100, this accelerates such simulation by many orders of magnitude.

Original languageEnglish (US)
Article number216401
JournalPhysical review letters
Volume126
Issue number21
DOIs
StatePublished - May 24 2021

ASJC Scopus subject areas

  • Physics and Astronomy(all)

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