Qompose: A Technique to Select Optimal Algorithm- Specific Layout for Neutral Atom Quantum Architectures
This addresses the challenge of efficient quantum circuit composition for neutral atom quantum computing, offering incremental improvements in performance and fidelity.
The researchers tackled the problem of optimizing quantum circuit execution on neutral atom architectures by proposing Qompose, a framework that selects efficient 2-D topologies to reduce execution length and improve fidelity, demonstrating effectiveness on random circuits and real-world benchmarks like VQE, ISING, and QAOA.
As quantum computing architecture matures, it is important to investigate new technologies that lend unique advantages. In this work, we propose, Qompose, a neutral atom quantum computing framework for efficiently composing quantum circuits on 2-D topologies of neutral atoms. Qompose selects an efficient topology for any given circuit in order to optimize for length of execution through efficient parallelism and for overall fidelity. our extensive evaluation demonstrates the Qompose is effective for a large collection of randomly-generated quantum circuits and a range of real-world benchmarks including VQE, ISING, and QAOA.