Calculating transition amplitudes by variational quantum deflation
arXiv:2002.11724 · doi:10.1103/PhysRevResearch.4.013173
Abstract
Variational quantum eigensolver (VQE) is an appealing candidate for the application of near-term quantum computers. A technique introduced in [Higgot et al., Quantum 3, 156 (2019)], which is named variational quantum deflation (VQD), has extended the ability of the VQE framework for finding excited states of a Hamiltonian. However, no method to evaluate transition amplitudes between the eigenstates found by the VQD without using any costly Hadamard-test-like circuit has been proposed despite its importance for computing properties of the system such as oscillator strengths of molecules. Here we propose a method to evaluate transition amplitudes between the eigenstates obtained by the VQD avoiding any Hadamard-test-like circuit. Our method relies only on the ability to estimate overlap between two states, so it does not restrict to the VQD eigenstates and applies for general situations. To support the significance of our method, we provide a comprehensive comparison of three previously proposed methods to find excited states with numerical simulation of three molecules (lithium hydride, diazene, and azobenzene) in a noiseless situation and find that the VQD method exhibits the best performance among the three methods. Finally, we demonstrate the validity of our method by calculating the oscillator strength of lithium hydride, comparing results from numerical simulations and real-hardware experiments on the cloud enabled quantum computer IBMQ Rome. Our results illustrate the superiority of the VQD to find excited states and widen its applicability to various quantum systems.
arXiv comment12 pages, 7 figures
References in corpus (38)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Quantum Computing in the NISQ era and beyond
- A variational eigenvalue solver on a quantum processor
- Hardware-efficient Variational Quantum Eigensolver for Small Molecules and Quantum Magnets
- Supervised learning with quantum enhanced feature spaces
- The theory of variational hybrid quantum-classical algorithms
- Quantum computational chemistry
- Quantum Circuit Learning
- Quantum Chemistry in the Age of Quantum Computing
- Error mitigation for short-depth quantum circuits
- Recent developments in the PySCF program package
- Quantum fingerprinting
- Evaluating analytic gradients on quantum hardware
- An adaptive variational algorithm for exact molecular simulations on a quantum computer
- Extending the computational reach of a noisy superconducting quantum processor
- Hartree-Fock on a superconducting qubit quantum computer
- The Bravyi-Kitaev transformation for quantum computation of electronic structure
- Hybrid Quantum-Classical Hierarchy for Mitigation of Decoherence and Determination of Excited States
- Variational Quantum Computation of Excited States
- Robust determination of molecular spectra on a quantum processor
- Quantum chemistry calculations on a trapped-ion quantum simulator
- Quantum algorithms for electronic structure calculations: particle/hole Hamiltonian and optimized wavefunction expansions
- Mitigating measurement errors in multi-qubit experiments
- Qulacs: a fast and versatile quantum circuit simulator for research purpose
- Subspace-search variational quantum eigensolver for excited states
- Quantum Computation of Electronic Transitions using a Variational Quantum Eigensolver
- Variational quantum algorithms for discovering Hamiltonian spectra
- Quantum equation of motion for computing molecular excitation energies on a noisy quantum processor
- Tapering off qubits to simulate fermionic Hamiltonians
- The SWAP test and the Hong-Ou-Mandel effect are equivalent
- Variational algorithms for linear algebra
- Methodology for replacing indirect measurements with direct measurements
- Applications of Quantum Computing for Investigations of Electronic Transitions in Phenylsulfonyl-carbazole TADF Emitters
- Computational Investigations of the Lithium Superoxide Dimer Rearrangement on Noisy Quantum Devices
- Penalty methods for variational quantum eigensolver
- Near-term quantum algorithms for linear systems of equations
- Experimental quantum kernel machine learning with nuclear spins in a solid
- Measurement Error Mitigation for Variational Quantum Algorithms
Cited by in corpus (25)
- Qulacs: a fast and versatile quantum circuit simulator for research purpose
- Emerging quantum computing algorithms for quantum chemistry
- Universal quantum circuits for quantum chemistry
- Applications of Quantum Computing for Investigations of Electronic Transitions in Phenylsulfonyl-carbazole TADF Emitters
- Near- and long-term quantum algorithmic approaches for vibrational spectroscopy
- Overhead for simulating a non-local channel with local channels by quasiprobability sampling
- Hybrid quantum-classical algorithm for computing imaginary-time correlation functions
- Quantum-Selected Configuration Interaction: classical diagonalization of Hamiltonians in subspaces selected by quantum computers
- Quantum simulation of excited states from parallel contracted quantum eigensolvers
- Quantum computing quantum Monte Carlo with hybrid tensor network for electronic structure calculations
- HamLib: A library of Hamiltonians for benchmarking quantum algorithms and hardware
- Accelerated variational quantum eigensolver with joint Bell measurement
- Variational quantum algorithm for ergotropy estimation in quantum many-body batteries
- Excited-state molecular dynamics simulation based on variational quantum algorithms
- Non-adiabatic Quantum Wavepacket Dynamics Simulation Based on Electronic Structure Calculations using the Variational Quantum Eigensolver
- Advancing quantum simulations of nuclear shell model with noise-resilient protocols
- Calculation of core-excited and core-ionized states using variational quantum deflation method and applications to photocatalyst modelling
- Entanglement-assisted phase estimation algorithm for calculating dynamical response functions
- Super-resolution of Green's functions on noisy quantum computers
- Quantum computing of the pairing Hamiltonian at finite temperatures
- Comparative study on compact quantum circuits of hybrid quantum-classical algorithms for quantum impurity models
- Almost optimal measurement scheduling of molecular Hamiltonian via finite projective plane
- NISQ algorithm for the matrix elements of a generic observable
- Revisiting semiconductor bulk hamiltonians using quantum computers
- A combined quantum-classical method applied to material design: optimization and discovery of photochromic materials for photopharmacology applications