Model study of the sign problem in a mean-field approximation
Yoshimasa Hidaka

TL;DR
This paper investigates the sign problem in fermion determinants at nonzero baryon chemical potential using a simplified QCD-inspired model, revealing differences between SU(2) and SU(3) color cases and applying mean-field and phase-reweighting methods.
Contribution
It demonstrates the presence or absence of the sign problem in a mean-field approximation for different gauge groups and explores estimation techniques for thermodynamic quantities.
Findings
No sign problem for SU(2) in mean-field approximation.
Sign problem persists for SU(3) even at mean-field level.
Phase-reweighting combined with mean-field provides estimates of thermodynamics.
Abstract
We study the sign problem of the fermion determinant at nonzero baryon chemical potential. For this purpose we apply a simple model derived from Quantum Chromodynamics, in the limit of large chemical potential and mass. For SU(2) color, there is no sign problem and the mean-field approximation is similar to data from the lattice. For SU(3) color the sign problem is unavoidable, even in a mean-field approximation. We apply a phase-reweighting method, combined with the mean-field approximation, to estimate thermodynamic quantities. We also investigate the mean-field free energy using a saddle-point approximation.
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Taxonomy
TopicsTheoretical and Computational Physics · Machine Learning in Materials Science
