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Locally accurate matrix product approximation to thermal states

Quantum Physics 2021-12-07 v2 Statistical Mechanics Strongly Correlated Electrons Mathematical Physics math.MP

Abstract

In one-dimensional quantum systems with short-range interactions, a set of leading numerical methods is based on matrix product states, whose bond dimension determines the amount of computational resources required by these methods. We prove that a thermal state at constant inverse temperature β\beta has a matrix product representation with bond dimension eO~(βlog(1/ϵ))e^{\tilde O(\sqrt{\beta\log(1/\epsilon)})} such that all local properties are approximated to accuracy ϵ\epsilon. This justifies the common practice of using a constant bond dimension in the numerical simulation of thermal properties.

Keywords

Cite

@article{arxiv.2106.03854,
  title  = {Locally accurate matrix product approximation to thermal states},
  author = {Yichen Huang},
  journal= {arXiv preprint arXiv:2106.03854},
  year   = {2021}
}

Comments

v2: abstract and introduction expanded