Efficient Simulation of Low Temperature Physics in One-Dimensional Gapless Systems
arXiv:2309.02519 · doi:10.1103/PhysRevB.110.L041122
Abstract
We discuss the computational efficiency of the finite temperature simulation with the minimally entangled typical thermal states (METTS). To argue that METTS can be efficiently represented as matrix product states, we present an analytic upper bound for the average entanglement Renyi entropy of METTS for Renyi index . In particular, for 1D gapless systems described by CFTs, the upper bound scales as where is the central charge and is the system size. Furthermore, we numerically find that the average Renyi entropy exhibits a universal behavior characterized by the central charge and is roughly given by half of the analytic upper bound. Based on these results, we show that METTS provide a significant speedup compared to employing the purification method to analyze thermal equilibrium states at low temperatures in 1D gapless systems.
6+2 pages, revtex; v2: matches the published version
References in corpus (15)
- The density-matrix renormalization group
- Entanglement Entropy and Quantum Field Theory
- Time Evolution of Entanglement Entropy from Black Hole Interiors
- Matrix product states represent ground states faithfully
- Entropy scaling and simulability by Matrix Product States
- Finite Temperature Density Matrix Renormalization using an enlarged Hilbert space
- Minimally Entangled Typical Thermal State Algorithms
- Numerical Evidence for Multiplicative Logarithmic Corrections from Marginal Operators
- Minimally entangled typical quantum states at finite temperature
- Level repulsion in integrable and almost-integrable quantum spin models
- Some general properties of unified entropies
- Improved thermal area law and quasi-linear time algorithm for quantum Gibbs states
- Minimally entangled typical thermal states versus matrix product purifications for the simulation of equilibrium states and time evolution
- Symmetric minimally entangled typical thermal states for canonical and grand-canonical ensembles
- Counting atypical black hole microstates from entanglement wedges