State preparation with parallel-sequential circuits
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.
Authors
- Daniel Malz (ORCID: https://orcid.org/0000-0002-8832-0927)
- Zhi-Yuan Wei (ORCID: https://orcid.org/0000-0003-4465-2361)
Institutions
- University of Copenhagen (DK)
- Joint Center for Quantum Information and Computer Science (US)
- Max Planck Institute of Quantum Optics (DE)
- Munich Center for Quantum Science and Technology (DE)
- Joint Quantum Institute (US)
- University of Maryland, College Park (US)
Publication Details
- Journal
- Quantum
- Published
- 2026-04-21
- DOI
- https://doi.org/10.22331/q-2026-04-21-2079
- Primary Topic
- Neural Networks and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Novo Nordisk Fonden