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Weighted Feedback-Based Quantum Algorithm for Excited States Calculation

Quantum Physics 2024-07-23 v2

Abstract

Drawing inspiration from the Lyapunov control technique for quantum systems, feedback-based quantum algorithms have been proposed for calculating the ground states of Hamiltonians. In this work, we consider extending these algorithms to tackle calculating excited states. Inspired by the weighted subspace-search variational quantum eigensolver algorithm, we propose a novel weighted feedback-based quantum algorithm for excited state calculation. We show that depending on how we design the weights and the feedback law, we can prepare the ppth excited state or lowest energy states up to the ppth excited state. Through an application in quantum chemistry, we show the effectiveness of the proposed algorithm, evaluating its efficacy via numerical simulations.

Keywords

Cite

@article{arxiv.2404.19386,
  title  = {Weighted Feedback-Based Quantum Algorithm for Excited States Calculation},
  author = {Salahuddin Abdul Rahman and Özkan Karabacak and Rafal Wisniewski},
  journal= {arXiv preprint arXiv:2404.19386},
  year   = {2024}
}

Comments

This paper is accepted for publication in 2024 IEEE International Conference on Quantum Computing and Engineering (QCE)