Reducing qubit requirements while maintaining numerical precision for the Variational Quantum Eigensolver: A Basis-Set-Free Approach
arXiv:2008.02819 · doi:10.1021/acs.jpclett.0c03410
Abstract
We present a basis-set-free approach to the variational quantum eigensolver using an adaptive representation of the spatial part of molecular wavefunctions. Our approach directly determines system-specific representations of qubit Hamiltonians while fully omitting globally defined basis sets. In this work, we use directly determined pair-natural orbitals on the level of second-order perturbation theory. This results in compact qubit Hamiltonians with high numerical accuracy. We demonstrate initial applications with compact Hamiltonians on up to 20 qubits where conventional representation would for the same systems require 40-100 or more qubits.
References in corpus (24)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- A variational eigenvalue solver on a quantum processor
- The theory of variational hybrid quantum-classical algorithms
- An adaptive variational algorithm for exact molecular simulations on a quantum computer
- Fermionic quantum computation
- The Bravyi-Kitaev transformation for quantum computation of electronic structure
- Generalized Unitary Coupled Cluster Wavefunctions for Quantum Computation
- Daubechies wavelets as a basis set for density functional pseudopotential calculations
- Qulacs: a fast and versatile quantum circuit simulator for research purpose
- Accurate and efficient linear scaling DFT calculations with universal applicability
- Tapering off qubits to simulate fermionic Hamiltonians
- Increasing the representation accuracy of quantum simulations of chemistry without extra quantum resources
- Quantum Orbital-Optimized Unitary Coupled Cluster Methods in the Strongly Correlated Regime: Can Quantum Algorithms Outperform their Classical Equivalents?
- The Elephant in the Room of Density Functional Theory Calculations
- Reducing qubit requirements for quantum simulation using molecular point group symmetries
- Bravyi-Kitaev Superfast simulation of fermions on a quantum computer
- Quantum Simulation of Chemistry with Sublinear Scaling in Basis Size
- MADNESS: A Multiresolution, Adaptive Numerical Environment for Scientific Simulation
- Automatic differentiation in quantum chemistry with an application to fully variational Hartree-Fock
- Quantum simulation of electronic structure with a transcorrelated Hamiltonian: improved accuracy with a smaller footprint on the quantum computer
- Correlating AGP on a quantum computer
- Improving the accuracy of quantum computational chemistry using the transcorrelated method
- Quantum chemistry with Coulomb Sturmians: Construction and convergence of Coulomb Sturmian basis sets at Hartree-Fock level
- Fundamentals of Molecular Integrals Evaluation
Cited by in corpus (27)
- Noisy intermediate-scale quantum (NISQ) algorithms
- The Variational Quantum Eigensolver: a review of methods and best practices
- A Quantum Computing View on Unitary Coupled Cluster Theory
- Measurements as a roadblock to near-term practical quantum advantage in chemistry: resource analysis
- A Feasible Approach for Automatically Differentiable Unitary Coupled-Cluster on Quantum Computers
- Tequila: A platform for rapid development of quantum algorithms
- Quantum Computational Quantification of Protein-Ligand Interactions
- Mutual information-assisted Adaptive Variational Quantum Eigensolver
- Optimized Low-Depth Quantum Circuits for Molecular Electronic Structure using a Separable Pair Approximation
- Improving the Accuracy of the Variational Quantum Eigensolver for Molecular Systems by the Explicitly-Correlated Perturbative [2]-R12-Correction
- Molecular Quantum Circuit Design: A Graph-Based Approach
- State Preparation Boosters for Early Fault-Tolerant Quantum Computation
- Accurate and Efficient Quantum Computations of Molecular Properties Using Daubechies Wavelet Molecular Orbitals: A Benchmark Study against Experimental Data
- Quantum simulations of molecular systems with intrinsic atomic orbitals
- VQE Method: A Short Survey and Recent Developments
- Partitioning Quantum Chemistry Simulations with Clifford Circuits
- Shortcut to Chemically Accurate Quantum Computing via Density-based Basis-set Correction
- A Quantum Algorithmic Approach to Multiconfigurational Valence Bond Theory: Insights from Interpretable Circuit Design
- A Hybrid Qubit Encoding: Splitting Fock Space into Fermionic and Bosonic Subspaces
- Coupled cluster method tailored with quantum computing
- Toward Reliability in the NISQ Era: Robust Interval Guarantee for Quantum Measurements on Approximate States
- Quantum algorithm for calculation of transition amplitudes in hybrid tensor networks
- Accurate harmonic vibrational frequencies for diatomic molecules via quantum computing
- Differentiable matrix product states for simulating variational quantum computational chemistry
- Classically-Boosted Variational Quantum Eigensolver
- Chemistry beyond the Hartree-Fock limit via quantum computed moments
- Moments-based quantum computation of the electric dipole moment of molecular systems