Quantum Algorithms for Inverse Participation Ratio Estimation in multi-qubit and multi-qudit systems
Abstract
Inverse Participation Ratios (IPRs) and the related Participation Entropies quantify the spread of a quantum state over a selected basis of the Hilbert space, offering insights into the equilibrium and non-equilibrium properties of the system. In this work, we propose three quantum algorithms to estimate IPRs on multi-qubit and multi-qudit quantum devices. The first algorithm allows for the estimation of IPRs in the computational basis by single-qubit measurements, while the second one enables measurement of IPR in the eigenbasis of a selected Hamiltonian, without the knowledge about the eigenstates of the system. Next, we provide an algorithm for IPR in the computational basis for a multi-qudit system. We discuss resources required by the algorithms and benchmark them by investigating the one-axis twisting protocol, the thermalization in a deformed PXP model, and the ground state of a spin- AKLT chain in a transverse field.
Cite
@article{arxiv.2405.03338,
title = {Quantum Algorithms for Inverse Participation Ratio Estimation in multi-qubit and multi-qudit systems},
author = {Yingjian Liu and Piotr Sierant and Paolo Stornati and Maciej Lewenstein and Marcin Płodzień},
journal= {arXiv preprint arXiv:2405.03338},
year = {2025}
}
Comments
Author's Accepted Manuscript, AAM