Noise-assisted digital quantum simulation of open systems
arXiv:2302.14592 · doi:10.1103/PRXQuantum.4.040329
Abstract
Quantum systems are inherently open and susceptible to environmental noise, which can have both detrimental and beneficial effects on their dynamics. This phenomenon has been observed in bio-molecular systems, where noise enables novel functionalities, making the simulation of their dynamics a crucial target for digital and analog quantum simulation. Nevertheless, the computational capabilities of current quantum devices are often limited due to their inherent noise. In this work, we present a novel approach that capitalizes on the intrinsic noise of quantum devices to reduce the computational resources required for simulating open quantum systems. Our approach combines quantum noise characterization methods with quantum error mitigation techniques, enabling us to manipulate and control the intrinsic noise in a quantum circuit. Specifically, we selectively enhance or reduce decoherence rates in the quantum circuit to achieve the desired simulation of open system dynamics. We provide a detailed description of our methods and report on the results of noise characterization and quantum error mitigation experiments conducted on both real and emulated IBM Quantum computers. Additionally, we estimate the experimental resource requirements for our techniques. Our approach holds the potential to unlock new simulation techniques in Noisy Intermediate-Scale Quantum (NISQ) devices, harnessing their intrinsic noise to enhance quantum computations.
References in corpus (24)
- Environment-Assisted Quantum Walks in Photosynthetic Energy Transfer
- An Open-System Quantum Simulator with Trapped Ions
- Dephasing assisted transport: Quantum networks and biomolecules
- Highly efficient energy excitation transfer in light-harvesting complexes: The fundamental role of noise-assisted transport
- The Future of Quantum Computing with Superconducting Qubits
- Probabilistic error cancellation with sparse Pauli-Lindblad models on noisy quantum processors
- Engineered Dissipation for Quantum Information Science
- Mitigating depolarizing noise on quantum computers with noise-estimation circuits
- Fundamental limits of quantum error mitigation
- Digital quantum simulation of open quantum systems using quantum imaginary time evolution
- Mesoscopic Spin-Boson Models of Trapped Ions
- Quantum Simulation of Open Quantum Systems Using a Unitary Decomposition of Operators
- Removing leakage-induced correlated errors in superconducting quantum error correction
- Quantum algorithm for simulating the dynamics of an open quantum system
- The Variational Power of Quantum Circuit Tensor Networks
- Quantum error mitigation via matrix product operators
- Simulating Open Quantum System Dynamics on NISQ Computers with Generalized Quantum Master Equations
- A taxonomy of small Markovian errors
- Quantum dynamics simulations beyond the coherence time on NISQ hardware by variational Trotter compression
- Analog Quantum Simulation of the Dynamics of Open Quantum Systems with Quantum Dots and Microelectronic Circuits
- Local variational quantum compilation of a large-scale Hamiltonian dynamics
- Fingerprint and universal Markovian closure of structured bosonic environments
- Holographic simulation of correlated electrons on a trapped ion quantum processor
- Hamiltonian Simulation of Quantum Beats in Radical Pairs Undergoing Thermal Relaxation on Near-term Quantum Computers
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- A quantum algorithm for solving open system dynamics on quantum computers using noise
- Adaptive variational simulation for open quantum systems
- MPSDynamics.jl: Tensor network simulations for finite-temperature (non-Markovian) open quantum system dynamics
- A Perspective on Quantum Computing Applications in Quantum Chemistry using 25--100 Logical Qubits
- Topological transitions in quantum jump dynamics: Hidden exceptional points
- Efficient quantum algorithm to simulate open systems through a single environmental qubit
- Accuracy guarantees and quantum advantage in analogue open quantum simulation with and without noise
- Modeling the unphysical pseudomode model with physical ensembles: simulation, mitigation, and restructuring of non-Markovian quantum noise
- Simulating open quantum systems with giant atoms
- Optimized noise-assisted simulation of the Lindblad equation with time-dependent coefficients on a noisy quantum processor
- Simulating spin biology using a digital quantum computer: Prospects on a near-term quantum hardware emulator
- Simulating open-system molecular dynamics on analog quantum computers
- Accelerating two-dimensional electronic spectroscopy simulations with a probe qubit protocol
- A Computational Framework for Simulations of Dissipative Non-Adiabatic Dynamics on Hybrid Oscillator-Qubit Quantum Devices
- From Stochastic Hamiltonian to Quantum Simulation: Exploring Memory Effects in Exciton Dynamics
- Space-time correlations in monitored kinetically constrained discrete-time quantum dynamics
- Impact of dynamics, entanglement, and Markovian noise on the fidelity of few-qubit digital quantum simulation
- Noisy Probabilistic Error Cancellation and Generalized Physical Implementability
- Simulation of open quantum systems on universal quantum computers
- Signatures of Quantum Phase Transitions in Driven Dissipative Spin Chains
- Trotterless Simulation of Open Quantum Systems for NISQ Quantum Devices
- Quantum algorithms based on quantum trajectories
- Simulating Electron Transfer on Noisy Quantum Computers
- Near-Term Fermionic Simulation with Subspace Noise Tailored Quantum Error Mitigation
- Quantum Simulation of Two-Level -Symmetric Systems Using Hermitian Hamiltonians
- Dual effects of Lamb Shift in Quantum Thermodynamical Systems
- Moments of Quantum Channel Ensembles
- Reshaping quantum device noise via repetition code circuits
- Efficient Simulation of Open Quantum Systems on NISQ Trapped-Ion Hardware
- Controlling Quantum Coherence of V-type Atom in Dissipative Cavity by Detuning and Weak Measurement Reversal