Hybrid quantum-classical approach for coupled-cluster Green's function theory
Abstract
The three key elements of a quantum simulation are state preparation, time evolution, and measurement. While the complexity scaling of time evolution and measurements are well known, many state preparation methods are strongly system-dependent and require prior knowledge of the system's eigenvalue spectrum. Here, we report on a quantum-classical implementation of the coupled-cluster Green's function (CCGF) method, which replaces explicit ground state preparation with the task of applying unitary operators to a simple product state. While our approach is broadly applicable to many models, we demonstrate it here for the Anderson impurity model (AIM). The method requires a number of gates that grows as per time step to calculate the impurity Green's function in the time domain, where is the total number of energy levels in the AIM. Since the number of gates is analogous to the computational time complexity of a classical simulation, we achieve an order of magnitude improvement over a classical CCGF calculation of the same order, which requires computational resources per time step.
Cite
@article{arxiv.2104.06981,
title = {Hybrid quantum-classical approach for coupled-cluster Green's function theory},
author = {Trevor Keen and Bo Peng and Karol Kowalski and Pavel Lougovski and Steven Johnston},
journal= {arXiv preprint arXiv:2104.06981},
year = {2022}
}
Comments
14 pages, 5 figures, 1 table