Tensor network simulation of chains of non-Markovian open quantum systems
arXiv:2201.05529 · doi:10.1103/PhysRevResearch.5.033078
Abstract
We introduce a general numerical method to compute dynamics and multi-time correlations of chains of quantum systems, where each system may couple strongly to a structured environment. The method combines the process tensor formalism for general (possibly non-Markovian) open quantum systems with time evolving block decimation (TEBD) for 1D chains. It systematically reduces the numerical complexity originating from system-environment correlations before integrating them into the full many-body problem, making a wide range of applications numerically feasible. We illustrate the power of this method by studying two examples. First, we study the thermalization of individual spins of a short XYZ Heisenberg chain with strongly coupled thermal leads. Our results confirm the complete thermalization of the chain when coupled to a single bath, and reveal distinct effective temperatures in low, mid, and high frequency regimes when the chain is placed between a hot and a cold bath. Second, we study the dynamics of diffusion in an longer XY chain, when each site couples to its own bath.
15 pages, 14 figures
References in corpus (19)
- Matrix Product Density Operators: Simulation of finite-T and dissipative systems
- Classical simulation of infinite-size quantum lattice systems in one spatial dimension
- The iTEBD algorithm beyond unitary evolution
- Quantum Circuits Architecture
- Time-evolving a matrix product state with long-ranged interactions
- Exact mapping between system-reservoir quantum models and semi-infinite discrete chains using orthogonal polynomials
- Operational Markov condition for quantum processes
- Simulating Strongly Correlated Quantum Systems with Tree Tensor Networks
- Phonon induced Rabi frequency renormalization of optically driven single InGaAs/GaAs quantum dots
- Matrix Product States for dynamical simulation of infinite chains
- Open quantum system dynamics and the mean force Gibbs state
- Quantum regression theorem and non-Markovianity of quantum dynamics
- Non-Markovian Quantum Process Tomography
- Tensor network techniques for the computation of dynamical observables in 1D quantum spin systems
- An efficient method for quantum impurity problems out of equilibrium
- Real time evolution of Anderson impurity models via tensor network influence functionals
- Non-equilibrium quantum impurity problems via matrix-product states in the temporal domain
- A Multisite Decomposition of the Tensor Network Path Integrals
- Many-body quantum state diffusion for non-Markovian dynamics in strongly interacting systems
Cited by in corpus (29)
- Open Quantum System Dynamics from Infinite Tensor Network Contraction
- Sublinear scaling in non-Markovian open quantum systems simulations
- Many-Body Open Quantum Systems
- OQuPy: A Python package to efficiently simulate non-Markovian open quantum systems with process tensors
- ACE: A general-purpose non-Markovian open quantum systems simulation toolkit based on process tensors
- Process tensor approaches to modeling two-dimensional spectroscopy
- Quantum processes as thermodynamic resources: the role of non-Markovianity
- Capturing long-range memory structures with tree-geometry process tensors
- Unifying methods for optimal control in non-Markovian quantum systems via process tensors
- Extracting Dynamical Maps of Non-Markovian Open Quantum Systems
- Grassmann time-evolving matrix product operators: An efficient numerical approach for fermionic path integral simulations
- Relations between Markovian and non-Markovian correlations in multitime quantum processes
- Space-time correlations in monitored kinetically constrained discrete-time quantum dynamics
- Quantum stochastic thermodynamics in the mesoscopic-leads formulation
- Input-Output Hierarchical Equations Of Motion
- Schwinger-Keldysh non-perturbative field theory of open quantum systems beyond the Markovian regime: Application to spin-boson and spin-chain-boson models
- Understanding and utilizing the inner bonds of process tensors
- Non-perturbative exciton transfer rate analysis of the Fenna-Matthews-Olson photosynthetic complex under reduced and oxidised conditions
- Process tensor distinguishability measures
- Environment-Mediated Long-Ranged Correlations in Many-Body System
- Scalable tensor network algorithm for quantum impurity problems
- Extracting Coupling-Mode Spectral Densities with Two-Dimensional Electronic Spectroscopy
- Time evolving matrix product operator (TEMPO) method in a non-diagonal basis set based on derivative of the path integral expression
- Summing Real Time Feynman Paths of Lattice Polaron with Matrix Product States
- Markovian to non-Markovian phase transition in the operator dynamics of a mobile impurity
- Process Tensor Approaches to Non-Markovian Quantum Dynamics
- Simulation of the Dissipative Dynamics of Strongly Interacting NV Centers with Tensor Networks
- Revealing emergent many-body phenomena by analyzing large-scale space-time records of monitored quantum systems
- Uniform process tensor approach for the calculation of multi-time correlation functions of non-Markovian open systems