Molecular Electronic Structure Calculation via a Quantum Computer
- URL: http://arxiv.org/abs/2303.09911v4
- Date: Fri, 08 Nov 2024 08:07:05 GMT
- Title: Molecular Electronic Structure Calculation via a Quantum Computer
- Authors: Hamid Reza Naeij, Erfan Mahmoudi, Hossein Davoodi Yeganeh, Mohsen Akbari,
- Abstract summary: Quantum computers can be used to calculate the electronic structure and estimate the ground state energy of many-electron molecular systems.
We implement the Variational Quantum Eigensolver (VQE) algorithm to calculate the ground state energy of molecules such as H3+, OH-, HF and BH3.
This work aims to benchmark the VQE algorithm to calculate the electronic ground state energy for a new set of molecules that can be good candidates for molecular simulation on a real quantum computer.
- Score: 0.0
- License:
- Abstract: Quantum computers can be used to calculate the electronic structure and estimate the ground state energy of many-electron molecular systems. In the present study, we implement the Variational Quantum Eigensolver (VQE) algorithm, as a hybrid quantum-classical algorithm to calculate the ground state energy of the molecules such as H3+, OH-, HF and BH3 in which the number of qubits has an increasing trend. We use the parity transformation for Fermion to qubit encoding and the Unitary Coupled Cluster for Single and Double excitations (UCCSD) to construct an ansatz. We compare our quantum simulation results with the computational chemistry approaches including Full Configuration Interaction (FCI), as benchmark energy and Unrestricted Hartree-Fock (UHF), as a common computational method. Our results show that there is a good agreement between molecular ground state energy obtained from VQE and FCI. Moreover, the accuracy of the ground state energies obtained from VQE in our work is higher than the previously reported values. This work aims to benchmark the VQE algorithm to calculate the electronic ground state energy for a new set of molecules that can be good candidates for molecular simulation on a real quantum computer.
Related papers
- Use VQE to calculate the ground energy of hydrogen molecules on IBM
Quantum [2.3889084213601346]
We implement the Variational Quantum Eigensolver (VQE) algorithm using Qiskit on the IBM Quantum platform to calculate the ground state energy of a hydrogen molecule.
Our fi ndings demonstrate that VQE can effi ciently calculate molecular properties with high accuracy.
arXiv Detail & Related papers (2023-05-11T02:53:26Z) - Folded Spectrum VQE : A quantum computing method for the calculation of
molecular excited states [0.0]
Folded Spectrum (FS) method as extension to Variational Quantum Eigensolver (VQE) algorithm for computation of molecular excited states.
Inspired by the variance-based methods from the Quantum Monte Carlo literature, the FS method minimizes the energy variance, thus requiring a computationally expensive squared Hamiltonian.
We apply the FS-VQE method to small molecules for a significant reduction of the computational cost.
arXiv Detail & Related papers (2023-05-08T15:34:56Z) - Molecular Geometry-aware Transformer for accurate 3D Atomic System
modeling [51.83761266429285]
We propose a novel Transformer architecture that takes nodes (atoms) and edges (bonds and nonbonding atom pairs) as inputs and models the interactions among them.
Moleformer achieves state-of-the-art on the initial state to relaxed energy prediction of OC20 and is very competitive in QM9 on predicting quantum chemical properties.
arXiv Detail & Related papers (2023-02-02T03:49:57Z) - Equation-of-motion variational quantum eigensolver method for computing
molecular excitation energies, ionization potentials, and electron affinities [4.21608910266125]
Near-term quantum computers are expected to facilitate material and chemical research through accurate molecular simulations.
We present an equation-of-motion-based method to compute excitation energies following the variational quantum eigensolver algorithm.
arXiv Detail & Related papers (2022-06-21T16:21:04Z) - Recompilation-enhanced simulation of electron-phonon dynamics on IBM
Quantum computers [62.997667081978825]
We consider the absolute resource cost for gate-based quantum simulation of small electron-phonon systems.
We perform experiments on IBM quantum hardware for both weak and strong electron-phonon coupling.
Despite significant device noise, through the use of approximate circuit recompilation we obtain electron-phonon dynamics on current quantum computers comparable to exact diagonalisation.
arXiv Detail & Related papers (2022-02-16T19:00:00Z) - Numerical Simulations of Noisy Quantum Circuits for Computational
Chemistry [51.827942608832025]
Near-term quantum computers can calculate the ground-state properties of small molecules.
We show how the structure of the computational ansatz as well as the errors induced by device noise affect the calculation.
arXiv Detail & Related papers (2021-12-31T16:33:10Z) - Computing molecular excited states on a D-Wave quantum annealer [52.5289706853773]
We demonstrate the use of a D-Wave quantum annealer for the calculation of excited electronic states of molecular systems.
These simulations play an important role in a number of areas, such as photovoltaics, semiconductor technology and nanoscience.
arXiv Detail & Related papers (2021-07-01T01:02:17Z) - Quantum-Classical Hybrid Algorithm for the Simulation of All-Electron
Correlation [58.720142291102135]
We present a novel hybrid-classical algorithm that computes a molecule's all-electron energy and properties on the classical computer.
We demonstrate the ability of the quantum-classical hybrid algorithms to achieve chemically relevant results and accuracy on currently available quantum computers.
arXiv Detail & Related papers (2021-06-22T18:00:00Z) - Benchmarking adaptive variational quantum eigensolvers [63.277656713454284]
We benchmark the accuracy of VQE and ADAPT-VQE to calculate the electronic ground states and potential energy curves.
We find both methods provide good estimates of the energy and ground state.
gradient-based optimization is more economical and delivers superior performance than analogous simulations carried out with gradient-frees.
arXiv Detail & Related papers (2020-11-02T19:52:04Z) - Benchmarking the Variational Quantum Eigensolver through Simulation of
the Ground State Energy of Prebiotic Molecules on High-Performance Computers [0.0]
We use the Variational Quantum Eigensolver (VQE) as implemented in the Qiskit software package to compute the ground state energy of small molecules.
The work aims to benchmark algorithms for calculating the electronic structure and energy surfaces of molecules of relevance to prebiotic chemistry.
arXiv Detail & Related papers (2020-10-26T13:29:41Z) - Quantum HF/DFT-Embedding Algorithms for Electronic Structure
Calculations: Scaling up to Complex Molecular Systems [0.0]
We propose the embedding of quantum electronic structure calculation into a classically computed environment.
We achieve this by constructing an effective Hamiltonian that incorporates a mean field describing the action of the inactive electrons on a selected Active Space.
arXiv Detail & Related papers (2020-09-03T18:35:50Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.