aiqbench analysis
This research introduces collision-based nonlinear estimation (CBNE), a protocol that enables the efficient measurement of quantum state nonlinearities using only a single measurement setting. By eliminating the need for multiple bases or extensive multi-copy operations, this method offers a scalable pathway for characterizing complex quantum states on near-term devices. The approach significantly reduces experimental overhead while maintaining observability independence, marking a practical advance in quantum information processing.
Quantum Nonlinear Properties from a Single Measurement Setting
arXiv:2605.09958v2 Announce Type: replace Abstract: Nonlinear properties of quantum states are essential to quantum information and many-body physics, but assessing them experimentally is challenging, as it typically requires multi-copy operations or a large number of measurement settings. To address this challenge, we develop a universal framework, collision-based nonlinear estimation (CBNE), for efficiently measuring nonlinear quantities of a quantum state $\rho$, such as the higher-order expectation value ${\rm tr}(O\rho^t)$ for some observable $O$, using single-copy randomized measurements. Strikingly, our protocol requires only a single measurement setting, provided that the system dimension is sufficiently large or a few ancillary qubits are available; this contrasts with the conventional expectation that multiple measurement bases are necessary for nonlinear estimation. In addition, CBNE is observable-independent at the experimental stage, which enables simultaneous estimation of multiple nonlinear functions. It further extends to broader tasks, including the estimation of principal component properties and partial-transpose moments of quantum states. Our results provide a practical and scalable route for measuring nonlinear state properties on near-term quantum devices.
Abstract:Nonlinear properties of quantum states are essential to quantum information and many-body physics, but assessing them experimentally is challenging, as it typically requires multi-copy operations or a large number of measurement settings. To address this challenge, we develop a universal framework, collision-based nonlinear estimation (CBNE), for efficiently measuring nonlinear quantities of a quantum state $\rho$, such as the higher-order expectation value ${\rm tr}(O\rho^t)$ for some observable $O$, using single-copy randomized measurements. Strikingly, our protocol requires only a single measurement setting, provided that the system dimension is sufficiently large or a few ancillary qubits are available; this contrasts with the conventional expectation that multiple measurement bases are necessary for nonlinear estimation. In addition, CBNE is observable-independent at the experimental stage, which enables simultaneous estimation of multiple nonlinear functions. It further extends to broader tasks, including the estimation of principal component properties and partial-transpose moments of quantum states. Our results provide a practical and scalable route for measuring nonlinear state properties on near-term quantum devices.
10+45 pages and 9 figures. A new sample complexity lower bound for state moment estimation is added
arXiv:2605.09958 [quant-ph]
(or arXiv:2605.09958v2 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2605.09958 Focus to learn more arXiv-issued DOI via DataCite
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Full text under the publisher's open licence · 269 words
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