Quantum Computed Green's Functions using a Cumulant Expansion of the Lanczos Method

ORAL

Abstract

In this work, we present a quantum computational method to calculate the many-body Green's function matrix in a spin orbital basis. We apply our approach to finite-sized fermionic Hubbard models and related impurity models within Dynamical Mean Field Theory, and demonstrate the calculation of Green's functions on Quantinuum's H1-1 trapped-ion quantum computer. Our approach involves a cumulant expansion of the Lanczos method, using Hamiltonian moments as measurable expectation values. This bypasses the need for a large overhead in the number of measurements due to repeated applications of the variational quantum eigensolver (VQE), and instead measures the expectation value of the moments with one set of measurement circuits. From the measured moments, the tridiagonalised Hamiltonian matrix can be computed, which in turn yields the Green's function via continued fractions. While we use a variational algorithm to prepare the ground state in this work, we note that the modularity of our implementation allows for other (non-variational) approaches to be used for the ground state.

Publication: arXiv:2309.09685

Presenters

  • Kentaro Yamamoto

    Quantinuum Ltd., Quantinuum K.K.

Authors

  • Gabriel Greene-Diniz

    Quantinuum Ltd

  • Kentaro Yamamoto

    Quantinuum Ltd., Quantinuum K.K.

  • David Manrique

    Quantinuum Ltd.

  • Evgeny Plekhanov

    King's College London, Quantinuum Ltd., Quantinuum, Terrington House, 13-15 Hills Road, Cambridge, CB2 1NL, United Kingdom.

  • Rei Sakuma

    JSR Corporation

  • Nathan Fitzpatrick

    Quantinuum Ltd.