Mixing Time of Open Quantum Systems via Hypocoercivity
arXiv:2404.11503 · doi:10.1103/PhysRevLett.134.140405
Abstract
Understanding the mixing of open quantum systems is a fundamental problem in physics and quantum information science. Existing approaches for estimating the mixing time often rely on the spectral gap estimation of the Lindbladian generator, which can be challenging to obtain in practice. We propose a novel theoretical framework to estimate the mixing time of open quantum systems that treats the Hamiltonian and dissipative part separately, thus circumventing the need for a priori estimation of the spectral gap of the full Lindbladian generator. This framework yields mixing time estimates for a class of quantum systems that are otherwise hard to analyze, even though it does not apply to arbitrary Lindbladians. The technique is based on the construction of an energy functional inspired by the hypocoercivity of (classical) kinetic theory.
References in corpus (25)
- Universal computation by quantum walk
- Quantum Metropolis Sampling
- Continuous Matrix Product States for Quantum Fields
- Sampling from the thermal quantum Gibbs state and evaluating partition functions with a quantum computer
- Quantitative perturbative study of convergence to equilibrium for collisional kinetic models in the torus
- Quantum logarithmic Sobolev inequalities and rapid mixing
- Fast inversion, preconditioned quantum linear system solvers, and fast evaluation of matrix functions
- Holographic quantum states
- Decoherence in Quantum Walks on the Hypercube
- Single-ancilla ground state preparation via Lindbladians
- Simulating Open Quantum Systems Using Hamiltonian Simulations
- Quantum advantages for Pauli channel estimation
- Thermal State Preparation via Rounding Promises
- Rapid thermalization of spin chain commuting Hamiltonians
- Complete entropic inequalities for quantum Markov chains
- On explicit -convergence rate estimate for underdamped Langevin dynamics
- Efficient quantum Gibbs samplers with Kubo--Martin--Schwinger detailed balance condition
- Lower bounds to the spectral gap of Davies generators
- On the modified logarithmic Sobolev inequality for the heat-bath dynamics for 1D systems
- Szegedy Walk Unitaries for Quantum Maps
- Uniqueness of steady states of Gorini-Kossakowski-Sudarshan-Lindblad equations: a simple proof
- Variational methods for the kinetic Fokker-Planck equation
- Criteria for Davies Irreducibility of Markovian Quantum Dynamics
- Quantum Langevin Dynamics for Optimization
- Super-operator structures and no-go theorems for dissipative quantum phase transitions
Cited by in corpus (6)
- Rapid quantum ground state preparation via dissipative dynamics
- Dissipative Preparation of Many-Body Quantum States: Towards Practical Quantum Advantage
- Rapid thermalization of dissipative many-body dynamics of commuting Hamiltonians
- Lindblad engineering for quantum Gibbs state preparation under the eigenstate thermalization hypothesis
- Efficient and simple Gibbs state preparation of the 2D toric code via duality to classical Ising chains
- Numerical Study of Disordered Noninteracting Chains Coupled to a Local Lindblad Bath