OnionVQE optimization strategy for ground state preparation on NISQ devices
POSTER
Abstract
The Variational Quantum Eigensolver (VQE) is one of the most promising and widely used algorithms for exploiting the capabilities of current Noisy Intermediate-Scale Quantum (NISQ) devices. However, VQE algorithms suffer from a plethora of issues, such as barren plateaus, local minima, quantum hardware noise, and limited qubit connectivity, thus posing challenges for their successful deployment on hardware and simulators. In this work, we propose a VQE optimization strategy that builds upon recent advances in the literature, and exhibits very shallow circuit depths when applied to the specific system of interest, namely a model Hamiltonian representing a cuprate superconductor. These features make our approach a favorable candidate for generating good ground state approximations on current NISQ devices. Our findings illustrate the potential of VQE algorithmic development for leveraging the full capabilities of NISQ devices.
Publication: https://arxiv.org/abs/2407.10415
Presenters
-
Georgy Samsonidze
Robert Bosch LLC
Authors
-
Katerina Gratsea
ICFO-The Institute of Photonic Sciences
-
Johannes Selisko
Robert Bosch GmbH
-
Maximilian Amsler
Robert Bosch GmbH
-
Christopher Wever
Robert Bosch GmbH
-
Thomas Eckl
Robert Bosch GmbH
-
Georgy Samsonidze
Robert Bosch LLC