Accurate harmonic vibrational frequencies for diatomic molecules via quantum computing
arXiv:2312.12320 · doi:10.1103/PhysRevResearch.5.043216
Abstract
During the noisy intermediate-scale quantum (NISQ) era, quantum computational approaches refined to overcome the challenge of limited quantum resources are highly valuable. However, the accuracy of the molecular properties predicted by most of the quantum computations nowadays is still far off (not within chemical accuracy) compared to their corresponding experimental data. Here, we propose a promising qubit-efficient quantum computational approach to calculate the harmonic vibrational frequencies of a large set of neutral closed-shell diatomic molecules with results in great agreement with their experimental data. To this end, we construct the accurate Hamiltonian using molecular orbitals, derived from density functional theory to account for the electron correlation and expanded in the Daubechies wavelet basis set to allow an accurate representation in real space grid points, where an optimized compact active space is further selected so that only a reduced small number of qubits is sufficient to yield an accurate result. To justify the approach, we benchmark the performance of the Hamiltonians spanned by the selected molecular orbitals by first transforming the molecular Hamiltonians into qubit Hamiltonians and then using the exact diagonalization method to calculate the results, regarded as the best results achievable by quantum computation. Furthermore, we show that the variational quantum circuit with the chemistry-inspired UCCSD ansatz can achieve the same accuracy as the exact diagonalization method except for systems whose Mayer bond order indices are larger than 2. For those systems, we demonstrate that the heuristic hardware-efficient RealAmplitudes ansatz, even with a shorter circuit depth, can provide a significant improvement over the UCCSD ansatz, verifying that the harmonic vibrational frequencies could be calculated accurately by quantum computation in the NISQ era.
arXiv comment17 pages, 5 figures plus 11-page supplemental material
References in corpus (27)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Quantum Computing in the NISQ era and beyond
- Separable Dual Space Gaussian Pseudo-potentials
- A variational eigenvalue solver on a quantum processor
- Relativistic separable dual-space Gaussian Pseudopotentials from H to Rn
- Variational Quantum Algorithms
- Hardware-efficient Variational Quantum Eigensolver for Small Molecules and Quantum Magnets
- Barren plateaus in quantum neural network training landscapes
- Noisy intermediate-scale quantum (NISQ) algorithms
- Quantum computational chemistry
- Quantum Chemistry in the Age of Quantum Computing
- An adaptive variational algorithm for exact molecular simulations on a quantum computer
- Fermionic quantum computation
- Expressibility and entangling capability of parameterized quantum circuits for hybrid quantum-classical algorithms
- The Bravyi-Kitaev transformation for quantum computation of electronic structure
- Generalized Unitary Coupled Cluster Wavefunctions for Quantum Computation
- Quantum algorithms for electronic structure calculations: particle/hole Hamiltonian and optimized wavefunction expansions
- Daubechies wavelets as a basis set for density functional pseudopotential calculations
- Efficient Symmetry-Preserving State Preparation Circuits for the Variational Quantum Eigensolver Algorithm
- From transistor to trapped-ion computers for quantum chemistry
- Tapering off qubits to simulate fermionic Hamiltonians
- Daubechies Wavelets for Linear Scaling Density Functional Theory
- MADNESS: A Multiresolution, Adaptive Numerical Environment for Scientific Simulation
- Reducing qubit requirements while maintaining numerical precision for the Variational Quantum Eigensolver: A Basis-Set-Free Approach
- Polishing the Gold Standard: The Role of Orbital Choice in CCSD(T) Vibrational Frequency Prediction
- Wavelet-Based Linear-Response Time-Dependent Density-Functional Theory
- Accurate and Efficient Quantum Computations of Molecular Properties Using Daubechies Wavelet Molecular Orbitals: A Benchmark Study against Experimental Data