Lowering the implementation barrier of neutral-atom quantum computing with agentic workflows
Constantin Dalyac Alexandre Dauphin Loïc Henriet Christophe Jurczak
作者信息
Abstract
Quantum computers are moving from research laboratories to industrial machines accessible via the cloud and integrated into high-performance computing facilities. However, translating theoretical quantum protocols into hardware experiments remains a major bottleneck, requiring expertise across protocol design, compilation, simulation, and cloud execution. Here, we introduce an agentic workflow that automates this pipeline on neutral-atom quantum processors (here two Pasqal QPUs available on the cloud) while keeping the researcher in the loop for critical validation. In three case studies from many-body physics and optimization, the agent went from published paper or patent to a QPU campaign run overnight. In particular, human intervention was crucial to ensure scientific validity: the agent selected an inadequate observable in one experiment and constructed a plausible but incorrect hardware diagnosis in another, with both failures detected only through domain-expert review. Finally, we use a second agent to classify a corpus of 633 Rydberg-array arXiv papers and show that nearly half are implementable on present-day QPUs while identifying specific hardware upgrades needed for the rest. Together, these results demonstrate that agentic workflows provide a practical bridge between theoretical ideas and physical hardware, opening quantum experimentation to a much broader scientific community.引用本文复制引用
Constantin Dalyac,Alexandre Dauphin,Loïc Henriet,Christophe Jurczak.Lowering the implementation barrier of neutral-atom quantum computing with agentic workflows[EB/OL].(2026-07-28)[2026-08-11].https://arxiv.org/abs/2607.25834.学科分类
物理学/计算技术、计算机技术
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