Correlation density matrices for 1- dimensional quantum chains based on the density matrix renormalization group
arXiv:0910.0753 · doi:10.1088/1367-2630/12/7/075027
Abstract
A useful concept for finding numerically the dominant correlations of a given ground state in an interacting quantum lattice system in an unbiased way is the correlation density matrix. For two disjoint, separated clusters, it is defined to be the density matrix of their union minus the direct product of their individual density matrices and contains all correlations between the two clusters. We show how to extract from the correlation density matrix a general overview of the correlations as well as detailed information on the operators carrying long-range correlations and the spatial dependence of their correlation functions. To determine the correlation density matrix, we calculate the ground state for a class of spinless extended Hubbard models using the density matrix renormalization group. This numerical method is based on matrix product states for which the correlation density matrix can be obtained straightforwardly. In an appendix, we give a detailed tutorial introduction to our variational matrix product state approach for ground state calculations for 1- dimensional quantum chain models. We show in detail how matrix product states overcome the problem of large Hilbert space dimensions in these models and describe all techniques which are needed for handling them in practice.
50 pages, 34 figures, to be published in New Journal of Physics
References in corpus (13)
- The density-matrix renormalization group
- Real time evolution using the density matrix renormalization group
- Matrix Product Density Operators: Simulation of finite-T and dissipative systems
- Matrix product states represent ground states faithfully
- DMRG and periodic boundary conditions: a quantum information perspective
- From density-matrix renormalization group to matrix product states
- Entropy scaling and simulability by Matrix Product States
- Finite Temperature Density Matrix Renormalization using an enlarged Hilbert space
- Mutual Information and Boson Radius in c=1 Critical Systems in One Dimension
- Time evolution algorithms for Matrix Product States and DMRG
- Strings, Projected Entangled Pair States, and variational Monte Carlo methods
- Correlation density matrix: an unbiased analysis of exact diagonalizations
- Exact ground states and correlation functions of chain and ladder models of interacting hardcore bosons or spinless fermions
Cited by in corpus (8)
- A supersymmetric multicritical point in a model of lattice fermions
- Tree tensor network classifiers for machine learning: from quantum-inspired to quantum-assisted
- Heisenberg antiferromagnet on Cayley trees: low-energy spectrum and even/odd site imbalance
- QSpace - An open-source tensor library for Abelian and non-Abelian symmetries
- Determination of Tomonaga-Luttinger parameters for a two-component liquid
- Density-matrix based numerical methods for discovering order and correlations in interacting systems
- Detecting the Largest Correlations using the Correlation Density Matrix: a Quantum Monte Carlo Approach
- Understanding finite size effects in quasi-long-range orders for exactly solvable chain models