Parameter estimation with the steady states of non-Hermitian spin chains
Huiqin Zhang, Jiasen Jin

TL;DR
This paper introduces a parameter estimation scheme using steady states of non-Hermitian spin chains, highlighting how quantum Fisher information peaks at exceptional points and scales with system size.
Contribution
It provides an analytical spectrum for a two-site spin chain and reveals how QFI behaves near exceptional points, offering insights into enhanced quantum sensing.
Findings
QFI about the magnetic field amplitude diverges at exceptional points.
QFI about the azimuthal angle reaches maximum at exceptional points.
QFI increases with system size and saturates for long chains.
Abstract
We propose a scheme for parameter estimation with the steady states of non-Hermitian spin chains. The parameters to be estimated are encoded in the system via the external magnetic field that imposed on the first site of the chain. We obtain the analytical spectrum for the spin chain of two sites. We find that the quantum Fisher information (QFI) about the amplitude of the imposing field diverges while the QFI about the azimuthal angle reaches to the maximum at exceptional points. Moreover, the QFI is enhanced as the system size increasing and saturates for sufficiently long spin chain because only short-range correlations are induced by the imposing field.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
