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Optimal State Preparation for Logical Arrays on Zoned Neutral Atom Quantum Computers (2411.09738v2)

Published 14 Nov 2024 in quant-ph and cs.ET

Abstract: Quantum computing promises to solve problems previously deemed infeasible. However, high error rates necessitate quantum error correction for practical applications. Seminal experiments with zoned neutral atom architectures have shown remarkable potential for fault-tolerant quantum computing. To fully harness their potential, efficient software solutions are vital. A key aspect of quantum error correction is the initialization of physical qubits representing a logical qubit in a highly entangled state. This process, known as state preparation, is the foundation of most quantum error correction codes and, hence, a crucial step towards fault-tolerant quantum computing. Generating a schedule of target-specific instructions to perform the state preparation is highly complex. First software tools exist but are not suitable for the zoned neutral atom architectures. This work addresses this gap by leveraging the computational power of SMT solvers and generating minimal schedules for the state preparation of logical arrays. Experimental evaluations demonstrate that actively utilizing zones to shield idling qubits consistently results in higher fidelities than solutions disregarding these zones. The complete code is publicly available in open-source as part of the Munich Quantum Toolkit (MQT) at https://github.com/cda-tum/mqt-qmap/tree/main/src/na/nasp.

Summary

  • The paper presents a novel SMT-solver approach to optimally prepare logical arrays on zoned neutral atom systems.
  • The paper demonstrates enhanced quantum error correction by shielding idle qubits in dedicated storage zones during multi-qubit operations.
  • The paper validates its method with experimental results on various QEC codes, paving the way for scalable, fault-tolerant quantum architectures.

Optimal State Preparation for Logical Arrays on Zoned Neutral Atom Quantum Computers

The paper presents a specialized method for state preparation in zoned neutral atom quantum computers. This approach targets the preparation of logical arrays, which is a critical precursor to enabling Quantum Error Correction (QEC), a pivotal technology for achieving practical and fault-tolerant quantum computing.

Quantum Error Correction and State Preparation

Quantum Error Correction codes, particularly stabilizer codes, encode logical qubits into an ensemble of physical qubits. The essence of QEC is to redundantly encode information to protect it from errors resulting from the quantum system's inherent noise. The paper emphasizes the role of state preparation in initializing these logical qubits by appropriately configuring physical qubits, commonly into a graph state.

Zoned Neutral Atom Architectures

The focus of the work is on zoned neutral atom architectures, which offer distinct zones for entangling, storage, and readout processes. This zoned structure provides a unique advantage: physical qubits not currently involved in computational operations can be shielded in storage zones, thereby minimizing their exposure to unnecessary errors introduced by the entangling operations—specifically multi-qubit CZ-gates.

Methodology with SMT Solvers

The authors propose using Satisfiability Modulo Theories (SMT) solvers to solve the state preparation problem optimally. SMT provides a robust framework for assigning logical values to variables within the constraints dictated by the zoned architectures, such as spatial positioning of qubits and maintaining the necessary qubit spacings during gate execution.

Variables and Constraints

The symbolic representation includes variables for qubits' positions, their trap types (SLM or AOD), and whether they are in the entangling or storage zones. Constraints ensure valid configurations across the execution and transfer stages, managing qubit interactions and preserving the order during loading and storing processes.

Experimental Results

The experiments demonstrate the feasibility and effectiveness of this method across several known QEC codes. A notable finding is that using storage zones significantly enhances the fidelity of quantum operations. This is quantified by achieving higher Approximated Success Probability (ASP) when an idle qubit shielding strategy is employed—either through a bottom or double-sided storage zone design.

Implications and Future Prospects

The research contributes a profound understanding of how architectural improvements in quantum systems—paired with sophisticated state preparation methodologies—can mitigate common error sources. The potential improvements in fidelity underscore the benefits of zoned architecture, which suggests promising avenues for future hardware designs that could further the capabilities of neutral atom quantum computers.

Going forward, extending these strategies to more complex QEC codes and exploring additional architectural variations could provide deeper insights. As qubit technologies evolve, integrating such optimal preparation techniques could become integral to scaling quantum computing systems towards practical utility.

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