Configuration-dependent precision in magnetometry and thermometry using multi-qubit quantum sensors

TL;DR

This study explores how the geometry and magnetic interactions of four-qubit quantum sensors influence their precision in measuring magnetic fields and temperature, revealing configuration-dependent optimal performance regimes.

Contribution

It introduces a comprehensive analysis of multi-qubit sensor geometries and interactions, highlighting their impact on metrological precision and proposing a spectral sensitivity measure as a heuristic tool.

Findings

Weakly connected graphs excel at weak-field magnetometry.

Highly connected graphs perform better under strong magnetic fields.

Certain configurations are optimal for temperature estimation in the weak-field regime.

Abstract

We study the performance of quantum sensors composed of four qubits arranged in different geometries for magnetometry and thermometry. The qubits interact via the transverse-field Ising model with both ferromagnetic and antiferromagnetic couplings, maintained in thermal equilibrium with a heat bath under an external magnetic field. Using quantum Fisher information, we evaluate the metrological precision of these sensors. For ferromagnetic couplings, weakly connected graphs (e.g., the chain graph, P_4) perform optimally in estimating weak magnetic fields, whereas highly connected graphs (e.g., the complete graph, K_4) excel at strong fields. Conversely, K_4 achieves the highest sensitivity for temperature estimation in the weak-field regime. In the antiferromagnetic case, we uncover a fundamental trade-off dictated by spectral degeneracy: configurations with non-degenerate energy spectra - such as the pan-like graph (three qubits in a triangle with the fourth attached) - exhibit strong magnetic field sensitivity due to their pronounced response to perturbations. In contrast, symmetric structures like the square graph, featuring degenerate energy levels (particularly ground-state degeneracy), are better suited for precise thermometry. Notably, our four-qubit sensors achieve peak precision in the low-temperature, weak-field regime. Finally, we introduce a spectral sensitivity measure that quantifies energy spectrum deformations under small perturbations, providing a simple heuristic indicator of metrological sensitivity.