Modeling the unphysical pseudomode model with physical ensembles: simulation, mitigation, and restructuring of non-Markovian quantum noise
arXiv:2311.15240 · doi:10.1103/PhysRevResearch.6.033083
Abstract
The influence of a Gaussian environment on a quantum system can be described by effectively replacing the continuum with a discrete set of ancillary quantum and classical degrees of freedom. This defines a pseudomode model which can be used to classically simulate the reduced system dynamics. Here, we consider an alternative point of view and analyze the potential benefits of an analog or digital quantum simulation of the pseudomode model itself. Superficially, such a direct experimental implementation is, in general, impossible due to the unphysical properties of the effective degrees of freedom involved. However, we show that the effects of the unphysical pseudomode model can still be reproduced using measurement results over an ensemble of physical systems involving ancillary harmonic modes and an optional stochastic driving field. This is done by introducing an extrapolation technique whose efficiency is limited by stability against imprecision in the measurement data. We examine how such a simulation would allow us to (i) perform accurate quantum simulation of the effects of complex non-perturbative and non-Markovian environments in regimes that are challenging for classical simulation, (ii) conversely, mitigate potential unwanted non-Markovian noise present in quantum devices, and (iii) restructure some of some of the properties of a given physical bath, such as its temperature.
arXiv comment30 pages, 10 figures
References in corpus (104)
- Real Spectra in Non-Hermitian Hamiltonians Having PT Symmetry
- Quantum Simulation
- QuTiP 2: A Python framework for the dynamics of open quantum systems
- QuTiP: An open-source Python framework for the dynamics of open quantum systems
- Error mitigation for short-depth quantum circuits
- Predicting Many Properties of a Quantum System from Very Few Measurements
- Quantum information processing with circuit quantum electrodynamics
- Efficient variational quantum simulator incorporating active error minimisation
- Quantum Error Mitigation
- Practical Quantum Error Mitigation for Near-Future Applications
- Perspective: Numerically "exact" approach to open quantum dynamics: The hierarchical equations of motion (HEOM)
- Chiral groundstate currents of interacting photons in a synthetic magnetic field
- Efficient simulation of strong system-environment interactions
- Non-Markovian Quantum State Diffusion
- Open system dynamics with non-Markovian quantum trajectories
- General non-Markovian dynamics of open quantum systems
- Observation of a dissipative phase transition in a one-dimensional circuit QED lattice
- Exact mapping between system-reservoir quantum models and semi-infinite discrete chains using orthogonal polynomials
- The non-Markovian stochastic Schrodinger equation for open systems
- Exact c-number Representation of Non-Markovian Quantum Dissipation
- Non-perturbative treatment of non-Markovian dynamics of open quantum systems
- Open quantum systems with local and collective incoherent processes: Efficient numerical simulation using permutational invariance
- A non-Markovian decoherence theory for double dot charge qubit
- Environmental dynamics, correlations, and the emergence of noncanonical equilibrium states in open quantum systems
- Scalable error mitigation for noisy quantum circuits produces competitive expectation values
- Non-Markovian entanglement dynamics in the presence of system-bath coherence
- Low-Disorder Microwave Cavity Lattices for Quantum Simulation with Photons
- Correlation-dependent coherent to incoherent transitions in resonant energy transfer dynamics
- Reduced hierarchical equations of motion in real and imaginary time: Correlated initial states and thermodynamic quantities
- Quantum dot Rabi rotations beyond the weak exciton-phonon coupling regime
- Efficient simulation of finite-temperature open quantum systems
- Entanglement Dynamics of Two Qubits in a Common Bath
- Universal Markovian reduction of Brownian particle dynamics
- Observation of a Dissipation-Induced Classical to Quantum Transition
- Virtual excitations in the ultra-strongly-coupled spin-boson model: physical results from unphysical modes
- Nonequilibrium Dynamical Mean Field Theory: an auxiliary Quantum Master Equation approach
- A reliable Pade analytical continuation method based on a high accuracy symbolic computation algorithm
- A hybrid stochastic hierarchy equations of motion approach to treat the low temperature dynamics of non-Markovian open quantum systems
- Electronic excitation dynamics in multichromophoric systems described via a polaron-representation master equation
- Mappings of open quantum systems onto chain representations and Markovian embeddings
- Energy transfer in structured and unstructured environments: master equations beyond the Born-Markov approximations
- Algorithms for optimized maximum entropy and diagnostic tools for analytic continuation
- Auxiliary master equation approach to non-equilibrium correlated impurities
- A nonequilibrium theory for transient transport dynamics in nanostructures via the Feynman-Vernon influence functional approach
- Fermionic reaction coordinates and their application to an autonomous Maxwell demon in the strong coupling regime
- Sparse modeling approach to analytical continuation of imaginary-time quantum Monte Carlo data
- Simple Mitigation of Global Depolarizing Errors in Quantum Simulations
- Optimized auxiliary oscillators for the simulation of general open quantum systems
- Artificial Neural Network Approach to the Analytic Continuation Problem
- Implementation of the Maximum Entropy Method for Analytic Continuation
- Numerical analytic continuation: Answers to well-posed questions
- Progress on stochastic analytic continuation of quantum Monte Carlo data
- Analytic Continuation of Quantum Monte Carlo Data by Stochastic Analytical Inference
- Simulating spin-boson dynamics with stochastic Liouville-von Neumann equations
- A Unified Stochastic Formulation of Dissipative Quantum Dynamics. I. Generalized Hierarchical Equations
- Coherent and incoherent dynamics in excitonic energy transfer: correlated fluctuations and off-resonance effects
- A Stochastic Liouvillian Algorithm to Simulate Dissipative Quantum Dynamics With Arbitrary Precision
- QuTiP-BoFiN: A bosonic and fermionic numerical hierarchical-equations-of-motion library with applications in light-harvesting, quantum control, and single-molecule electronics
- Cooling and Autonomous Feedback in a Bose-Hubbard chain with Attractive Interactions
- Multi-exponential Error Extrapolation and Combining Error Mitigation Techniques for NISQ Applications
- Dissipation-assisted matrix product factorization
- Non-Markovian Dissipative Semiclassical Dynamics
- Generalized theory of pseudomodes for exact descriptions of non-Markovian quantum processes
- A multi-site variational master equation approach to dissipative energy transfer
- Non-Markovian Dynamics Impact on the Foundations of Statistical Mechanics
- Mitigating algorithmic errors in Hamiltonian simulation
- Analytic continuation via domain-knowledge free machine learning
- Lindblad-Driven Discretized Leads for Non-Equilibrium Steady-State Transport in Quantum Impurity Models: Recovering the Continuum Limit
- Tensor-network method to simulate strongly interacting quantum thermal machines
- Using non-Markovian measures to evaluate quantum master equations for photosynthesis
- A Unified Stochastic Formulation of Dissipative Quantum Dynamics. II. Beyond Linear Response of Spin Baths
- Analytical continuation of imaginary axis data for optical conductivity
- Open systems with error bounds: spin boson model with spectral density variations
- Noise-assisted digital quantum simulation of open systems
- Efficient simulation of open quantum systems coupled to a fermionic bath
- Optimizing co-operative multi-environment dynamics in a dark-state-enhanced photosynthetic heat engine
- Optimized auxiliary representation of a non-Markovian environment by a Lindblad equation
- Dipolar Spin Models with Arrays of Superconducting Qubits
- Exact semiclassical wave equation for stochastic quantum optics
- Initialization of quantum simulators by sympathetic cooling
- Renormalized Lindblad Driving: A Numerically-Exact Nonequilibrium Quantum Impurity Solver
- Markovian Treatment of non-Markovian Dynamics of Open Fermionic Systems
- Stochastic Representation of Non-Markovian Fermionic Quantum Dissipation
- Exact propagation of open quantum systems in a system-reservoir context
- When do weak-coupling approaches accurately capture the dynamics of complex quantum systems?
- Stochastic Equation of Motion Approach to Fermionic Dissipative Dynamics. I. Formalism
- Error statistics and scalability of quantum error mitigation formulas
- A quantum-classical decomposition of Gaussian quantum environments: a stochastic pseudomode model
- Relationship between costs for quantum error mitigation and non-Markovian measures
- Hardware-efficient quantum algorithm for the simulation of open-system dynamics and thermalisation
- : Implementation of the Stochastic Optimization Method for Analytic Continuation
- The Fermionic influence superoperator: a canonical derivation for the development of methods to simulate the influence of a Fermionic environment on a quantum system with arbitrary parity symmetry
- Auxiliary master equation for nonequilibrium dual-fermion approach
- A pseudo-fermion method for the exact description of fermionic environments: from single-molecule electronics to Kondo resonance
- Transport Through a Correlated Interface: Auxiliary Master Equation Approach
- Stochastic Equation of Motion Approach to Fermionic Dissipative Dynamics. II. Numerical Implementation
- An operator derivation of the Feynman-Vernon theory, with applications to the generating function of bath energy changes and to anharmonic baths
- Emergent parallel transport and curvature in Hermitian and non-Hermitian quantum mechanics
- ACFlow: An open source toolkit for analytical continuation of quantum Monte Carlo data
- Convergence guarantees for discrete mode approximations to non-Markovian quantum baths
- Optical response of laser-driven charge-transfer complex described by Holstein-Hubbard model coupled to heat baths: Hierarchical equations of motion approach
- Low Depth Quantum Circuits for Ising Models
- Efficient choice of coloured noises in stochastic dynamics of open quantum systems
- Error-mitigated deep-circuit quantum simulation of open systems: steady state and relaxation rate problems
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- Towards Quantum Simulation of Non-Markovian Open Quantum Dynamics: A Universal and Compact Theory
- Fixing detailed balance in ancilla-based dissipative state engineering
- Coupled Lindblad pseudomode theory for simulating open quantum systems
- Simulating Non-Markovian Dynamics in Multidimensional Electronic Spectroscopy via Quantum Algorithm
- Simulating Electron Transfer on Noisy Quantum Computers