Rapid thermalization of dissipative many-body dynamics of commuting Hamiltonians
arXiv:2404.16780 · doi:10.1007/s00220-025-05353-y
Abstract
Quantum systems typically reach thermal equilibrium rather quickly when coupled to a thermal environment. The usual way of bounding the speed of this process is by estimating the spectral gap of the dissipative generator. However the gap, by itself, does not always yield a reasonable estimate for the thermalization time in many-body systems: without further structure, a uniform lower bound on it only constrains the thermalization time to grow polynomially with system size. Here, instead, we show that for a large class of geometrically-2-local models of Davies generators with commuting Hamiltonians, the thermalization time is much shorter than one would naïvely estimate from the gap: at most logarithmic in the system size. This yields the so-called rapid mixing of dissipative dynamics. The result is particularly relevant for 1D systems, for which we prove rapid thermalization with a system size independent decay rate only from a positive gap in the generator. We also prove that systems in hypercubic lattices of any dimension, and exponential graphs, such as trees, have rapid mixing at high enough temperatures. We do this by introducing a novel notion of clustering which we call "strong local indistinguishability" based on a max-relative entropy, and then proving that it implies a lower bound on the modified logarithmic Sobolev inequality (MLSI) for nearest neighbour commuting models. This has consequences for the rate of thermalization towards Gibbs states, and also for their relevant Wasserstein distances and transportation cost inequalities. Along the way, we show that several measures of decay of correlations on Gibbs states of commuting Hamiltonians are equivalent, a result of independent interest. At the technical level, we also show a direct relation between properties of Davies and Schmidt dynamics, that allows to transfer results of thermalization between both.
69 pages, 7 figures
References in corpus (7)
- Quantum States and Phases in Driven Open Quantum Systems with Cold Atoms
- On thermalization in Kitaev's 2D model
- Dissipative Quantum Ising model in a cold atomic spin-boson mixture
- Some Properties of Correlations of Quantum Lattice Systems in Thermal Equilibrium
- Accuracy guarantees and quantum advantage in analogue open quantum simulation with and without noise
- Mixing Time of Open Quantum Systems via Hypocoercivity
- Clustering theorem in 1D long-range interacting systems at arbitrary temperatures
Cited by in corpus (9)
- Rapid quantum ground state preparation via dissipative dynamics
- Optimal quantum algorithm for Gibbs state preparation
- Dissipative Preparation of Many-Body Quantum States: Towards Practical Quantum Advantage
- Polynomial Time Quantum Gibbs Sampling for Fermi-Hubbard Model at any Temperature
- Strong decay of correlations for Gibbs states in any dimension
- Conditional Independence of 1D Gibbs States with Applications to Efficient Learning
- A Randomized Method for Simulating Lindblad Equations and Thermal State Preparation
- Efficient and simple Gibbs state preparation of the 2D toric code via duality to classical Ising chains
- Operator-Level Quantum Acceleration of Non-Logconcave Sampling