Testing bath correlation functions for open quantum dynamics simulations
arXiv:2504.08068 · doi:10.1103/bv19-dtb1
Abstract
Accurate simulations of thermalization in open quantum systems require a reliable representation of the bath correlation function (BCF). Numerical approaches, such as the hierarchical equations of motion and the pseudomode method, inherently approximate the BCF using a finite set of functions, which can impact simulation accuracy. In this work, we propose a practical and rigorous testing framework to assess the validity of approximate BCFs in open quantum dynamics simulations. Our approach employs a harmonic oscillator system, where the computed dynamics can be benchmarked against known exact solutions. To enable practical testing, we make two key methodological advancements. First, we develop numerical techniques to efficiently evaluate these exact solutions across a wide range of BCFs, ensuring broad applicability. Second, we introduce a moment-based state representation that significantly simplifies computations by exploiting the Gaussian nature of the system. Applications to a two-spin system and a transmon-resonator system demonstrate that our testing procedure provides error estimates that capture the qualitative trends observed in thermalization simulations. Using this methodology, we assess the performance of recently proposed BCF construction methods, highlighting both their strengths and a notable challenge posed by sub-Ohmic spectral densities at finite temperatures.
12+10 pages, 10+3 figures, 3+0 tables. Major updates include an expanded Section IV and the relocation of computational details from Sections III and IV to Appendix E
References in corpus (53)
- Perspective: Numerically "exact" approach to open quantum dynamics: The hierarchical equations of motion (HEOM)
- Efficient simulation of strong system-environment interactions
- Non-Markovian Quantum State Diffusion
- Efficient non-Markovian quantum dynamics using time-evolving matrix product operators
- The AAA algorithm for rational approximation
- Exact mapping between system-reservoir quantum models and semi-infinite discrete chains using orthogonal polynomials
- Fast Reset and Suppressing Spontaneous Emission of a Superconducting Qubit
- Non-perturbative treatment of non-Markovian dynamics of open quantum systems
- {\it Colloquium:} Statistical Mechanics and Thermodynamics at Strong Coupling: Quantum and Classical
- Reduced hierarchical equations of motion in real and imaginary time: Correlated initial states and thermodynamic quantities
- Efficient simulation of finite-temperature open quantum systems
- Exploiting the causal tensor network structure of quantum processes to efficiently simulate non-Markovian path integrals
- Virtual excitations in the ultra-strongly-coupled spin-boson model: physical results from unphysical modes
- Real-Time and Imaginary-Time Quantum Hierarchal Fokker-Planck Equations
- Quantum Dynamics of Vibrational Polariton Chemistry
- Open quantum system dynamics and the mean force Gibbs state
- Strong coupling corrections in quantum thermodynamics
- Few-mode Field Quantization of Arbitrary Electromagnetic Spectral Densities
- Taming Quantum Noise for Efficient Low Temperature Simulations of Open Quantum Systems
- Macroscopic QED for quantum nanophotonics: Emitter-centered modes as a minimal basis for multi-emitter problems
- Exact analytical solutions to the master equation of quantum Brownian motion for a general environment
- Optimized auxiliary oscillators for the simulation of general open quantum systems
- Generalization of the hierarchical equations of motion theory for efficient calculations with arbitrary correlation functions
- A Stochastic Liouvillian Algorithm to Simulate Dissipative Quantum Dynamics With Arbitrary Precision
- Dissipation-assisted matrix product factorization
- General Non-Markovian structure of Gaussian Master and Stochastic Schrödinger Equations
- Exact open quantum system dynamics using the Hierarchy of Pure States (HOPS)
- Validity of Landauer's principle in the quantum regime
- Removing instabilities in the hierarchical equations of motion: exact and approximate projection approaches
- Hierarchical quantum master equation approach to electronic-vibrational coupling in nonequilibrium transport through nanosystems: Reservoir formulation and application to vibrational instabilities
- Open systems with error bounds: spin boson model with spectral density variations
- Open Quantum System Dynamics from Infinite Tensor Network Contraction
- A Lindblad master equation capable of describing hybrid quantum systems in the ultra-strong coupling regime
- Non-Hermitian Pseudomodes for Strongly Coupled Open Quantum Systems: Unravelings, Correlations and Thermodynamics
- Quantum Simulation of Spin-Boson Models with Structured Bath
- Non-Markovian Quantum Dynamics in Strongly Coupled Multimode Cavities Conditioned on Continuous Measurement
- A quantum-classical decomposition of Gaussian quantum environments: a stochastic pseudomode model
- Quasi-Lindblad pseudomode theory for open quantum systems
- OQuPy: A Python package to efficiently simulate non-Markovian open quantum systems with process tensors
- MPSDynamics.jl: Tensor network simulations for finite-temperature (non-Markovian) open quantum system dynamics
- Spectral Density Classification For Environment Spectroscopy
- Holstein polaron transport from numerically "exact" real-time quantum dynamics simulations
- Managing Temperature in Open Quantum Systems Strongly Coupled with Structured Environments
- Collective bath coordinate mapping of "hierarchy" in hierarchical equations of motion
- Full Microscopic Simulations Uncover Persistent Quantum Effects in Primary Photosynthesis
- Thermodynamic quantum Fokker-Planck equations and their application to thermostatic Stirling engine
- On stability issues of the HEOM method
- Fixing detailed balance in ancilla-based dissipative state engineering
- Classical and quantum thermodynamics in a non-equilibrium regime: Application to Stirling engine
- Gate Operations for Superconducting Qubits and Non-Markovianity
- Non-perturbative treatment of open-system multi-time expectation values in Gaussian bosonic environments
- Classical and quantum thermodynamics described as a system-bath model: The dimensionless minimum work principle
- Moment expansion method for composite open quantum systems including a damped oscillator mode