Interaction Energies on Noisy Intermediate-Scale Quantum Computers
- URL: http://arxiv.org/abs/2207.00218v1
- Date: Fri, 1 Jul 2022 06:11:28 GMT
- Title: Interaction Energies on Noisy Intermediate-Scale Quantum Computers
- Authors: Matthias Loipersberger, Fionn D. Malone, Alicia R. Welden, and Robert
M. Parrish, Thomas Fox, Matthias Degroote, Elica Kyoseva, Nikolaj Moll,
Raffaele Santagati, and Michael Streif
- Abstract summary: We present a symmetry-adapted theory (SAPT) method that may provide interaction energies with high quantum resource efficiency.
We find empirically that SAPT(VQE) can provide accurate interaction energies even with coarsely optimized, low circuit depth wavefunctions.
- Score: 0.0
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: The computation of interaction energies on noisy intermediate-scale quantum
(NISQ) computers appears to be challenging with straightforward application of
existing quantum algorithms. For example, use of the standard supermolecular
method with the variational quantum eigensolver (VQE) would require extremely
precise resolution of the total energies of the fragments to provide for
accurate subtraction to the interaction energy. Here we present a
symmetry-adapted perturbation theory (SAPT) method that may provide interaction
energies with high quantum resource efficiency. Of particular note, we present
a quantum extended random-phase approximation (ERPA) treatment of the SAPT
second-order induction and dispersion terms, including exchange counterparts.
Together with previous work on first-order terms, this provides a recipe for
complete SAPT(VQE) interaction energies up to second order. The SAPT
interaction energy terms are computed as first-level observables with no
subtraction of monomer energies invoked, and the only quantum observations
needed are the the VQE one- and two-particle density matrices. We find
empirically that SAPT(VQE) can provide accurate interaction energies even with
coarsely optimized, low circuit depth wavefunctions from the quantum computer,
simulated through ideal statevectors. The errors on the total interaction
energy are orders of magnitude lower than the corresponding VQE total energy
errors of the monomer wavefunctions.
Related papers
- Enhancing the Electron Pair Approximation with Measurements on Trapped
Ion Quantum Computers [7.1240576597319825]
We introduce reduced density matrix (RDM) based second order theory (PT2) as an energetic correction to electron pair approximation.
The new approach takes into account the broken-pair energy contribution that is missing in pair-correlated electron simulations.
On two generations of the IonQ's trapped ion quantum computers, Aria and Forte, we find that unlike the VQE energy, the PT2 energy correction is highly noise-resilient.
arXiv Detail & Related papers (2023-12-09T01:13:46Z) - A self-consistent field approach for the variational quantum
eigensolver: orbital optimization goes adaptive [52.77024349608834]
We present a self consistent field approach (SCF) within the Adaptive Derivative-Assembled Problem-Assembled Ansatz Variational Eigensolver (ADAPTVQE)
This framework is used for efficient quantum simulations of chemical systems on nearterm quantum computers.
arXiv Detail & Related papers (2022-12-21T23:15:17Z) - 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) - Nuclear two point correlation functions on a quantum-computer [105.89228861548395]
We use current quantum hardware and error mitigation protocols to calculate response functions for a highly simplified nuclear model.
In this work we use current quantum hardware and error mitigation protocols to calculate response functions for a modified Fermi-Hubbard model in two dimensions with three distinguishable nucleons on four lattice sites.
arXiv Detail & Related papers (2021-11-04T16:25:33Z) - Quantum Computational Quantification of Protein-Ligand Interactions [0.0]
This is the first application of real quantum computers to the calculation of protein-ligand binding energies.
The results shed light on hardware and software requirements which would enable the application of NISQ algorithms in drug design.
arXiv Detail & Related papers (2021-10-15T15:48:40Z) - Towards the Simulation of Large Scale Protein-Ligand Interactions on
NISQ-era Quantum Computers [0.0]
We compute interaction energies between large molecular systems using symmetry-adapted perturbation theory (SAPT)
We benchmark SAPT(VQE) against a handful of small multi-reference dimer systems and the iron center containing human cancer-relevant protein lysine-specific demethylase 5 (KDM5A)
arXiv Detail & Related papers (2021-10-04T17:33:27Z) - Coarse grained intermolecular interactions on quantum processors [0.0]
We develop a coarse-grained representation of the electronic response that is ideally suited for determining the ground state of weakly interacting molecules.
We demonstrate our method on IBM superconducting quantum processors.
We conclude that current-generation quantum hardware is capable of probing energies in this weakly bound but nevertheless chemically ubiquitous and biologically important regime.
arXiv Detail & Related papers (2021-10-03T09:56:47Z) - 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) - Experimental verification of fluctuation relations with a quantum
computer [68.8204255655161]
We use a quantum processor to experimentally validate a number of theoretical results in non-equilibrium quantum thermodynamics.
Our experiments constitute the experimental basis for the understanding of the non-equilibrium energetics of quantum computation.
arXiv Detail & Related papers (2021-06-08T14:16:12Z) - Information Scrambling in Computationally Complex Quantum Circuits [56.22772134614514]
We experimentally investigate the dynamics of quantum scrambling on a 53-qubit quantum processor.
We show that while operator spreading is captured by an efficient classical model, operator entanglement requires exponentially scaled computational resources to simulate.
arXiv Detail & Related papers (2021-01-21T22:18:49Z) - 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)
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.