Quantum-classical hybrid algorithm using an error-mitigating -representability condition to compute the Mott metal-insulator transition
arXiv:2004.07739 · doi:10.1103/PhysRevA.100.022517
Abstract
Quantum algorithms for molecular electronic structure have been developed with lower computational scaling than their classical counterparts, but emerging quantum hardware is far from being capable of the coherence,connectivity and gate errors required for their experimental realization. Here we propose a class of quantum-classical hybrid algorithms that compute the energy from a two-electron reduced density matrix (2-RDM). The 2-RDM is constrained by -representability conditions, conditions for representing an -electron wavefunction, that mitigates noise from the quantum circuit. We compute the strongly correlated dissociation of doublet H into three hydrogen atoms. The hybrid quantum-classical computer matches the energies from full configuration interaction to 0.1 kcal/mol, one-tenth of "chemical accuracy," even in the strongly correlated limit of dissociation. Furthermore, the spatial locality of the computed one-electron RDM reveals that the quantum computer accurately predicts the Mott metal-insulator transition.
References in corpus (41)
- A variational eigenvalue solver on a quantum processor
- Charge insensitive qubit design derived from the Cooper pair box
- 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
- Error mitigation for short-depth quantum circuits
- Extending the computational reach of a noisy superconducting quantum processor
- A quantum algorithm providing exponential speed increase for finding eigenvalues and eigenvectors
- Towards Quantum Chemistry on a Quantum Computer
- Simulation of Many-Body Fermi Systems on a Universal Quantum Computer
- Efficient variational quantum simulator incorporating active error minimisation
- Quantum optimization using variational algorithms on near-term quantum devices
- Hybrid Quantum-Classical Hierarchy for Mitigation of Decoherence and Determination of Excited States
- A simple all-microwave entangling gate for fixed-frequency superconducting qubits
- Robust determination of molecular spectra on a quantum processor
- A Dissipatively Stabilized Mott Insulator of Photons
- Quantum Implementation of Unitary Coupled Cluster for Simulating Molecular Electronic Structure
- Low-cost error mitigation by symmetry verification
- Structure of Fermionic Density Matrices: Complete N-representability Conditions
- Quantum marginal problem and N-representability
- Witnessing eigenstates for quantum simulation of Hamiltonian spectra
- Three-qubit pure-state canonical forms
- The Pauli principle revisited
- On multi-particle entanglement
- Application of fermionic marginal constraints to hybrid quantum algorithms
- Error Mitigation by Symmetry Verification on a Variational Quantum Eigensolver
- The Electronic Ground State Energy Problem: a New Reduced Density Matrix Approach
- Quantum Algorithm for Obtaining the Energy Spectrum of Molecular Systems
- Pinning of Fermionic Occupation Numbers
- Generalized Pauli conditions on the spectra of one-electron reduced density matrices of atoms and molecules
- Generalized Pauli constraints in reduced density matrix functional theory
- Strong Electron Correlation in Nitrogenase Cofactor, FeMoco
- Variational two-particle density matrix calculation for the Hubbard model below half filling using spin-adapted lifting conditions
- Quantum signature of exciton condensation
- Quasipinning and its relevance for -Fermion quantum states
- Quantum computing methods for electronic states of the water molecule
- Quasipinning and selection rules for excitations in atoms and molecules
- Generalized Pauli constraints in small atoms
- The Python-based Simulations of Chemistry Framework (PySCF)
- Experimental Data from a Quantum Computer Verifies the Generalized Pauli Exclusion Principle
- Natural Extension of Hartree-Fock through extremal -fermion information: Overview and application to the lithium atom
Cited by in corpus (36)
- Hartree-Fock on a superconducting qubit quantum computer
- Quantum Error Mitigation
- Quantum simulations of materials on near-term quantum computers
- Mitigating depolarizing noise on quantum computers with noise-estimation circuits
- Quantum Solver of Contracted Eigenvalue Equations for Scalable Molecular Simulations on Quantum Computing Devices
- From pulses to circuits and back again: A quantum optimal control perspective on variational quantum algorithms
- Quantum-centric Supercomputing for Materials Science: A Perspective on Challenges and Future Directions
- Preparation of the SU(3) Lattice Yang-Mills Vacuum with Variational Quantum Methods
- Computational Investigations of the Lithium Superoxide Dimer Rearrangement on Noisy Quantum Devices
- How will quantum computers provide an industrially relevant computational advantage in quantum chemistry?
- Ordering of Trotterization: Impact on Errors in Quantum Simulation of Electronic Structure
- Resolving Correlated States of Benzyne on a Quantum Computer with an Error-Mitigated Quantum Contracted Eigenvalue Solver
- Simulating the electronic structure of spin defects on quantum computers
- Quantum-Classical Hybrid Algorithm for the Simulation of All-Electron Correlation
- Maximal entropy approach for quantum state tomography
- Quantum simulations of Fermionic Hamiltonians with efficient encoding and ansatz schemes
- Cooper-Pair Condensates with Non-Classical Long-Range Order on Quantum Devices
- Efficient Two-Electron Ansatz for Benchmarking Quantum Chemistry on a Quantum Computer
- Relaxation of a Stationary State on a Quantum Computer Yields Unique Spectroscopic Fingerprint of the Computer's Noise
- Lowering Tomography Costs in Quantum Simulation with a Symmetry Projected Operator Basis
- VQE Method: A Short Survey and Recent Developments
- Natural orbitals and sparsity of quantum mutual information
- Benchmarking Noisy Intermediate Scale Quantum Error Mitigation Strategies for Ground State Preparation of the HCl Molecule
- Precision ground-state energy calculation for the water molecule on a superconducting quantum processor
- Correlation-Driven Phenomena in Periodic Molecular Systems from Variational Two-electron Reduced Density Matrix Theory
- Optimization strategies in WAHTOR algorithm for quantum computing empirical ansatz: a comparative study
- Determining the N-representability of a reduced density matrix via unitary evolution and stochastic sampling
- Extending Quantum Computing through Subspace, Embedding and Classical Molecular Dynamics Techniques
- Quantum Simulation of Quantum Phase Transitions Using the Convex Geometry of Reduced Density Matrices
- Optimized numerical gradient and Hessian estimation for variational quantum algorithms
- Quantum Simulation of Molecules without Fermionic Encoding of the Wave Function
- Geometric Constraints on Two-electron Reduced Density Matrices
- Hyperfine Coupling Constants on Quantum Computers: Performance, Errors, and Future Prospects
- Robustness of optimized numerical estimation schemes for noisy variational quantum algorithms
- Towards Compact Wavefunctions from Quantum-Selected Configuration Interaction
- BBGKY hierarchy for quantum error mitigation