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Iterative Qubit Coupled Cluster Approach with Efficient Screening of Generators.

Ilya G RyabinkinRobert A LangScott N GeninArtur F Izmaylov
Published in: Journal of chemical theory and computation (2020)
An iterative version of the qubit coupled cluster (QCC) method [I. G. Ryabinkin et al., J. Chem. Theory Comput. 2019, 14, 6317] is proposed. The new method seeks to find ground electronic energies of molecules on noisy intermediate-scale quantum devices. Each iteration involves a canonical transformation of the Hamiltonian and employs constant-size quantum circuits at the expense of increasing the Hamiltonian size. We numerically studied the convergence of the method on ground-state calculations for LiH, H2O, and N2 molecules and found that the exact ground-state energies can be systematically approached only if the generators of the QCC ansatz are sampled from a specific set of operators. We report an algorithm for constructing this set that scales linearly with the size of the Hamiltonian.
Keyphrases
  • density functional theory
  • molecular dynamics
  • machine learning
  • image quality
  • molecular dynamics simulations
  • magnetic resonance imaging
  • deep learning
  • computed tomography