Precision ground-state energy calculation for the water molecule on a superconducting quantum processor
arXiv:2311.02533 · doi:10.1103/PhysRevApplied.21.064017
Abstract
The accurate computation of properties of large molecular systems is classically infeasible and is one of the applications in which it is hoped that quantum computers will demonstrate an advantage over classical devices. However, due to the limitations of present-day quantum hardware, variational-hybrid algorithms introduced to tackle these problems struggle to meet the accuracy and precision requirements of chemical applications. Here, we apply the Quantum Computed Moments (QCM) approach combined with a variety of noise-mitigation techniques to an 8 qubit/spin-orbital representation of the water molecule (HO). A noise-stable improvement on the variational result for a 4-excitation trial-state (circuit depth 25, 22 CNOTs) was obtained, with the ground-state energy computed to be within mHa of exact diagonalisation in the 14 spin-orbital basis. Thus, the QCM approach, despite an increased number of measurements and noisy quantum hardware (CNOT error rates c.1% corresponding to expected error rates on the trial-state circuit of order 20%), is able to determine the ground-state energy of a non-trivial molecular system at the required accuracy (c.0.1%). To the best of our knowledge, these results are the largest calculations performed on a physical quantum computer to date in terms of encoding individual spin-orbitals producing chemically relevant accuracy, and a promising indicator of how such hybrid approaches might scale to problems of interest in the low-error/fault-tolerant regimes as quantum computers develop.
arXiv comment20 pages, 8 figures (incl. SI)
References in corpus (57)
- Quantum Computing in the NISQ era and beyond
- A variational eigenvalue solver on a quantum processor
- Variational Quantum Algorithms
- Hardware-efficient Variational Quantum Eigensolver for Small Molecules and Quantum Magnets
- Barren plateaus in quantum neural network training landscapes
- Error mitigation for short-depth quantum circuits
- Predicting Many Properties of a Quantum System from Very Few Measurements
- An adaptive variational algorithm for exact molecular simulations on a quantum computer
- Extending the computational reach of a noisy superconducting quantum processor
- Scalable Quantum Simulation of Molecular Energies
- Elucidating Reaction Mechanisms on Quantum Computers
- Hartree-Fock on a superconducting qubit quantum computer
- Determining eigenstates and thermal states on a quantum computer using quantum imaginary time evolution
- Quantum Error Mitigation
- Hybrid Quantum-Classical Hierarchy for Mitigation of Decoherence and Determination of Excited States
- Robust determination of molecular spectra on a quantum processor
- Quantum Simulation of Electronic Structure with Linear Depth and Connectivity
- qubit-ADAPT-VQE: An adaptive algorithm for constructing hardware-efficient ansatze on a quantum processor
- Quantum Implementation of Unitary Coupled Cluster for Simulating Molecular Electronic Structure
- Maximum Likelihood, Minimum Effort
- Low-cost error mitigation by symmetry verification
- Mitigation of readout noise in near-term quantum devices by classical post-processing based on detector tomography
- Increasing the representation accuracy of quantum simulations of chemistry without extra quantum resources
- Doubling the size of quantum simulators by entanglement forging
- Fermionic partial tomography via classical shadows
- Quantum Orbital-Optimized Unitary Coupled Cluster Methods in the Strongly Correlated Regime: Can Quantum Algorithms Outperform their Classical Equivalents?
- A Non-Orthogonal Variational Quantum Eigensolver
- Application of fermionic marginal constraints to hybrid quantum algorithms
- Gate-efficient simulation of molecular eigenstates on a quantum computer
- Error Mitigation by Symmetry Verification on a Variational Quantum Eigensolver
- Quantum Krylov subspace algorithms for ground and excited state energy estimation
- Quantum Power Method by a Superposition of Time-Evolved States
- Real time evolution for ultracompact Hamiltonian eigenstates on quantum hardware
- Orbital-optimized pair-correlated electron simulations on trapped-ion quantum computers
- Exact and efficient Lanczos method on a quantum computer
- Quantum Filter Diagonalization with Double-Factorized Hamiltonians
- Purification-based quantum error mitigation of pair-correlated electron simulations
- Quantum Chemistry Simulations of Dominant Products in Lithium-Sulfur Batteries
- Computational Investigations of the Lithium Superoxide Dimer Rearrangement on Noisy Quantum Devices
- Quantum-classical hybrid algorithm using an error-mitigating -representability condition to compute the Mott metal-insulator transition
- Quantum Embedding Method for the Simulation of Strongly Correlated Systems on Quantum Computers
- Quantum chemistry simulation of ground- and excited-state properties of the sulfonium cation on a superconducting quantum processor
- Qubit-efficient encoding scheme for quantum simulations of electronic structure
- Quantum computed moments correction to variational estimates
- Algorithmic Error Mitigation Scheme for Current Quantum Processors
- Improving the accuracy and efficiency of quantum connected moments expansions
- Quantum hardware calculations of periodic systems with partition-measurement symmetry verification: simplified models of hydrogen chain and iron crystals
- Quantum simulations employing connected moments expansions
- Analytic Solution for the Ground State Energy of the Extensive Many-Body Problem
- Chemically Aware Unitary Coupled Cluster with ab initio Calculations on System Model H1: A Refrigerant Chemicals Application
- Spatial, spin, and charge symmetry projections for a Fermi-Hubbard model on a quantum computer
- Efficient Two-Electron Ansatz for Benchmarking Quantum Chemistry on a Quantum Computer
- Variational quantum solver employing the PDS energy functional
- Reduced density matrix approach to ultracold few-fermion systems in one dimension
- Modeling singlet fission on a quantum computer
- Noise-robust ground state energy estimates from deep quantum circuits
- Flexibility of the factorized form of the unitary coupled cluster ansatz