State preparation with parallel-sequential circuits

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Authors: Zhi-Yuan Wei, Daniel Malz
Cited by: 1
References: 62

Abstract

We introduce parallel-sequential (PS) circuits, a family of quantum circuit layouts that interpolate between brickwall and sequential circuits, which introduces control parameters governing a trade-off between the amount of entanglement and the maximum correlation range they can express. We provide numerical evidence that PS circuits can efficiently prepare many-body ground states in one dimension. On noisy devices, characterized through both idling errors and two-qubit gate errors, we show that in a wide parameter regime, PS circuits outperform brickwall, sequential, and the log-depth circuits from [Malz, Styliaris, Wei, Cirac, PRL 132, 040404 (2024)]. Additionally, we demonstrate that properly chosen noisy random PS circuits suppress error proliferation and, when employed as a variational ansatz, exhibit superior trainability.

Fields of Study & Subjects

Neural Networks and Applications Fault Detection and Control Systems Machine Learning and Algorithms

Publication details

Journal / source
Quantum
Publisher
Verein zur Forderung des Open Access Publizierens in den Quantenwissenschaften
Volume
10
Pages
2079–2079
Publication date
21 April 2026
Language
EN