Improved Memory Truncation Scheme for Quasi-Adiabatic Propagator Path Integral via Influence Functional Renormalization
arXiv:2406.01978 · doi:10.1063/5.0221916
Abstract
Accurately simulating non-Markovian quantum dynamics in system-bath coupled problems remains challenging. In this work, we present a novel memory truncation scheme for the iterative Quasi-Adiabatic Propagator Path Integral (iQuAPI) method to improve accuracy. Conventional memory truncation in iQuAPI discards all influence functional beyond a certain time interval, which is not effective for problems with a long memory time. Our proposed scheme selectively retains the most significant parts of the influence functional using the density matrix renormalization group algorithm. We validate the effectiveness of our scheme through simulations of the spin-boson model across various parameter sets, demonstrating faster convergence and improved accuracy compared to the conventional scheme. Our findings suggest that the new memory truncation scheme significantly advances the capabilities of iQuAPI for problems with a long memory time.
arXiv comment10 pages, 4 figures
References in corpus (22)
- The density-matrix renormalization group in the age of matrix product states
- QuTiP 2: A Python framework for the dynamics of open quantum systems
- Non-Markovian dynamics in open quantum systems
- Perspective: Numerically "exact" approach to open quantum dynamics: The hierarchical equations of motion (HEOM)
- Exact dynamics of dissipative electronic systems and quantum transport: Hierarchical equations of motion approach
- Efficient non-Markovian quantum dynamics using time-evolving matrix product operators
- Open system dynamics with non-Markovian quantum trajectories
- Non-Markovian Dynamical Maps: Numerical Processing of Open Quantum Trajectories
- Exploiting the causal tensor network structure of quantum processes to efficiently simulate non-Markovian path integrals
- A General Charge Transport Picture for Organic Semiconductors with Nonlocal Electron-Phonon Couplings
- Numerically exact, time-dependent treatment of vibrationally coupled electron transport in single-molecule junctions
- Real time evolution of Anderson impurity models via tensor network influence functionals
- A Multisite Decomposition of the Tensor Network Path Integrals
- Constructing Tensor Network Influence Functionals for General Quantum Dynamics
- Open Quantum System Dynamics from Infinite Tensor Network Contraction
- Efficient Real-Time Path Integrals for Non-Markovian Spin-Boson Models
- The hierarchical and perturbative forms of stochastic Schrödinger equations and their applications to carrier dynamics in organic materials
- Non-Markovian Stochastic Schrödinger Equation: Matrix Product State Approach to the Hierarchy of Pure States
- Grassmann Time-Evolving Matrix Product Operators for Quantum Impurity Models
- Enhanced TEMPO algorithm for quantum path integrals with off-diagonal system-bath coupling: applications to photonic quantum networks
- On the Role of Non-Diagonal System-Environment Interactions in Bridge-Mediated Electron Transfer
- Quantum correlation functions through tensor network path integral