Minimum Hardware Requirements for Hybrid Quantum-Classical DMFT
arXiv:2002.04612 · doi:10.1088/2058-9565/ab972b
Abstract
We numerically emulate noisy intermediate-scale quantum (NISQ) devices and determine the minimal hardware requirements for two-site hybrid quantum-classical dynamical mean-field theory (DMFT). We develop a circuit recompilation algorithm which significantly reduces the number of quantum gates of the DMFT algorithm and find that the quantum-classical algorithm converges if the two-qubit gate fidelities are larger than 99%. The converged results agree with the exact solution within 10%, and perfect agreement within noise-induced error margins can be obtained for two-qubit gate fidelities exceeding 99.9%. By comparison, the quantum-classical algorithm without circuit recompilation requires a two-qubit gate fidelity of at least 99.999% to achieve perfect agreement with the exact solution. We thus find quantum-classical DMFT calculations can be run on the next generation of NISQ devices if combined with the recompilation techniques developed in this work.
arXiv comment10 pages, 9 figures, 1 table. Updated with minor corrections for publication
References in corpus (38)
- Quantum Computing in the NISQ era and beyond
- Entanglement of Formation of an Arbitrary State of Two Qubits
- Supplementary information for "Quantum supremacy using a programmable superconducting processor"
- Polynomial-Time Algorithms for Prime Factorization and Discrete Logarithms on a Quantum Computer
- Mixed State Entanglement and Quantum Error Correction
- A variational eigenvalue solver on a quantum processor
- Hardware-efficient Variational Quantum Eigensolver for Small Molecules and Quantum Magnets
- The theory of variational hybrid quantum-classical algorithms
- Simulated Quantum Computation of Molecular Energies
- Quantum Computing with Very Noisy Devices
- A continuous-time solver for quantum impurity models
- An adaptive variational algorithm for exact molecular simulations on a quantum computer
- Scalable Quantum Simulation of Molecular Energies
- Towards Quantum Chemistry on a Quantum Computer
- Validating quantum computers using randomized model circuits
- Synthesis of Quantum Logic Circuits
- Continuous Time Quantum Monte Carlo method for fermions
- Quantum Monte Carlo Impurity Solver for Cluster DMFT and Electronic Structure Calculations in Adjustable Base
- Experimental Comparison of Two Quantum Computing Architectures
- Robust determination of molecular spectra on a quantum processor
- Quantum chemistry calculations on a trapped-ion quantum simulator
- Hybridization expansion impurity solver: General formulation and application to Kondo lattice and two-orbital models
- Cloud Quantum Computing of an Atomic Nucleus
- Quantum-assisted quantum compiling
- Observation of Spatial Charge and Spin Correlations in the 2D Fermi-Hubbard Model
- Hybrid Quantum-Classical Approach to Quantum Optimal Control
- Hybrid quantum-classical approach to correlated materials
- Practical optimization for hybrid quantum-classical algorithms
- Two-site dynamical mean-field theory
- Realization of efficient quantum gates with a superconducting qubit-qutrit circuit
- Quantum-classical simulation of two-site dynamical mean-field theory on noisy quantum hardware
- Few-qubit quantum-classical simulation of strongly correlated lattice fermions
- Dynamical mean field theory algorithm and experiment on quantum computers
- Quantum Stabilizer Codes for Correlated and Asymmetric Depolarizing Errors
- Non-linear quantum-classical scheme to simulate non-equilibrium strongly correlated fermionic many-body dynamics
- A quantum gate array can be programmed to evaluate the expectation value of any operator
- Momentum-resolved spectroscopy of a Fermi liquid
- Renormalized vs unrenormalized perturbation-theoretical approaches to the Mott transition
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- Simulating Quantum Materials with Digital Quantum Computers
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- Gutzwiller Hybrid Quantum-Classical Computing Approach for Correlated Materials
- Ab initio Quantum Simulation of Strongly Correlated Materials with Quantum Embedding
- Recompilation-enhanced simulation of electron-phonon dynamics on IBM Quantum computers
- Dynamical mean-field theory for the Hubbard-Holstein model on a quantum device
- Unraveling correlated material properties with noisy quantum computers: Natural orbitalized variational quantum eigensolving of extended impurity models within a slave-boson approach
- Boundary Treatment for Variational Quantum Simulations of Partial Differential Equations on Quantum Computers
- Coarse grained intermolecular interactions on quantum processors
- Quantum Computed Green's Functions using a Cumulant Expansion of the Lanczos Method
- Fast gradient-free optimization of excitations in variational quantum eigensolvers
- Anderson impurity solver integrating tensor network methods with quantum computing
- Super-resolution of Green's functions on noisy quantum computers
- Comparative study on compact quantum circuits of hybrid quantum-classical algorithms for quantum impurity models
- Tensor-Programmable Quantum Circuits for Solving Differential Equations
- Quantum solver for single-impurity Anderson models with particle-hole symmetry
- Observation of Localization Using a Noisy Quantum Computer