Near- and long-term quantum algorithmic approaches for vibrational spectroscopy
arXiv:2009.05066 · doi:10.1103/PhysRevA.104.062419
Abstract
Determining the vibrational structure of a molecule is central to fundamental applications in several areas, from atmospheric science to catalysis, fuel combustion modeling, biochemical imaging, and astrochemistry. However, when significant anharmonicity and mode coupling are present, the problem is classically intractable for a molecule of just a few atoms. Here, we outline a set of quantum algorithms for solving the molecular vibrational structure problem for both near- and long-term quantum computers. There are previously unaddressed characteristics of this problem which require approaches distinct from most instances of the commonly studied quantum simulation of electronic structure: many eigenstates are often desired, states of interest are often far from the ground state (requiring methods for "zooming in" to some energy window), and transition amplitudes with respect to a non-unitary Hermitian operator must be calculated. We address these hurdles and consider problem instances of four molecular vibrational Hamiltonians. Finally and most importantly, we give analytical and numerical results which suggest that, to a given energy precision, a vibrational problem instance will be simulatable on a quantum computer before an electronic structure problem instance. These results imply that more focus in the quantum information community ought to shift toward scientifically and industrially important quantum vibrational problems.
arXiv comment20 pages, 3 figures. Additional analysis and discussion regarding matrix magnitude and desired accuracy
References in corpus (57)
- SciPy 1.0--Fundamental Algorithms for Scientific Computing in Python
- Supervised learning with quantum enhanced feature spaces
- The theory of variational hybrid quantum-classical algorithms
- Quantum computational chemistry
- Quantum Chemistry in the Age of Quantum Computing
- Quantum fingerprinting
- Fermionic quantum computation
- Optimal Hamiltonian Simulation by Quantum Signal Processing
- Simulating Hamiltonian dynamics with a truncated Taylor series
- Elucidating Reaction Mechanisms on Quantum Computers
- Determining eigenstates and thermal states on a quantum computer using quantum imaginary time evolution
- Quantum computers can search rapidly by using almost any transformation
- Detection of the Aromatic Molecule Benzonitrile (-CHCN) in the Interstellar Medium
- Toward the first quantum simulation with quantum speedup
- Variational ansatz-based quantum simulation of imaginary time evolution
- Practical Quantum Error Mitigation for Near-Future Applications
- Hybrid Quantum-Classical Hierarchy for Mitigation of Decoherence and Determination of Excited States
- A Theory of Trotter Error
- Variational Quantum Computation of Excited States
- Encoding Electronic Spectra in Quantum Circuits with Linear T Complexity
- Boson Sampling for Molecular Vibronic Spectra
- Solving strongly correlated electron models on a quantum computer
- Low Depth Quantum Simulation of Electronic Structure
- Quantum computing enhanced computational catalysis
- Variational quantum algorithms for discovering Hamiltonian spectra
- Efficient and Noise Resilient Measurements for Quantum Chemistry on Near-Term Quantum Computers
- Controlling the hyperfine state of rovibronic ground-state polar molecules
- Qubitization of Arbitrary Basis Quantum Chemistry Leveraging Sparsity and Low Rank Factorization
- Witnessing eigenstates for quantum simulation of Hamiltonian spectra
- Sampling from the thermal quantum Gibbs state and evaluating partition functions with a quantum computer
- Quantum equation of motion for computing molecular excitation energies on a noisy quantum processor
- Thermalization in Nature and on a Quantum Computer
- Noise Resilience of Variational Quantum Compiling
- N-electron valence state perturbation theory based on a density matrix renormalization group reference function, with applications to the chromium dimer and poly-p-phenylene vinylene oligomer
- The SWAP test and the Hong-Ou-Mandel effect are equivalent
- Resource-efficient digital quantum simulation of -level systems for photonic, vibrational, and spin- Hamiltonians
- Methodology for replacing indirect measurements with direct measurements
- Electron-Phonon Systems on a Universal Quantum Computer
- Decoding quantum errors with subspace expansions
- The electronic complexity of the ground-state of the FeMo cofactor of nitrogenase as relevant to quantum simulations
- Linear Response on a Quantum Computer
- Digital quantum simulation of molecular vibrations
- Hardware Efficient Quantum Algorithms for Vibrational Structure Calculations
- Spectroscopic accuracy directly from quantum chemistry: application to ground and excited states of beryllium dimer
- Non-adiabatic molecular quantum dynamics with quantum computers
- Quantum algorithm for calculating molecular vibronic spectra
- How will quantum computers provide an industrially relevant computational advantage in quantum chemistry?
- Analog quantum simulation of chemical dynamics
- Simulating Bosonic Baths with Error Bars
- Calculating transition amplitudes by variational quantum deflation
- Quantum computation of molecular response properties
- Exact and approximate symmetry projectors for the electronic structure problem on a quantum computer
- Digital quantum simulation of molecular dynamics and control
- Calculation of molecular vibrational spectra on a quantum annealer
- Estimating Franck-Condon factors using an NMR quantum processor
- Charge and spin response functions on a quantum computer: applications to molecules
- Truncated many-body dynamics of interacting bosons: A variational principle with error monitoring
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- Optimizing the number of measurements for vibrational structure on quantum computers: coordinates and measurement schemes
- Quantum Computing Simulation of a Mixed Spin-Boson Hamiltonian and Its Performance for a Cavity Quantum Electrodynamics Problem
- Simulating Vibrational Dynamics on Bosonic Quantum Devices
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- Improved resource-tunable near-term quantum algorithms for transition probabilities, with applications in physics and variational quantum linear algebra
- Advantage of discrete variable representation in variational quantum eigensolvers for vibrational energy calculations
- Refining resource estimation for the quantum computation of vibrational molecular spectra through Trotter error analysis
- Trotter simulation of vibrational Hamiltonians on a quantum computer
- Quantum-computing within a bosonic context: Assessing finite basis effects on prototypical vibrational Hamiltonian spectra
- Rovibrational energy levels of HO by quantum computing
- Resource-efficient encoding algorithm for variational bosonic quantum simulations