{
  "abstract": "The quest for autonomous alignment and maintenance of complex free-space optical systems is increasingly urgent for large-scale neutral-atom quantum processors. Leveraging a high-finesse optical cavity as a sensitive probe, we introduce a data-driven framework for structural diagnostics and closed-loop control that achieves cold-start convergence within tens of seconds. These results establish a rapid, scalable diagnostic-control methodology for autonomous alignment and continuous maintenance of complex free-space optical architectures.",
  "abstract_shown": true,
  "affiliations": [],
  "article_type": null,
  "arxiv": "2609.05984",
  "author_total": 6,
  "authors": [
    {
      "name": "Peng Zhu"
    },
    {
      "name": "Chen Chen"
    },
    {
      "name": "Shuchang Ma"
    },
    {
      "name": "Dezhou Deng"
    },
    {
      "name": "J. F. Chen"
    },
    {
      "name": "Peng Chen"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/93xeb705zqs6r.bib",
  "cited_by": 0,
  "doi": "10.48550/arxiv.2609.05984",
  "fulltext_url": null,
  "id": "93xeb705zqs6r",
  "issns": [],
  "landing_url": "https://arxiv.org/abs/2609.05984",
  "language": null,
  "licence": "CC-BY-4.0",
  "licence_label": "CC BY 4.0",
  "licence_source": "article",
  "licence_url": "http://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": "CC0-1.0",
  "native_subjects": [
    [
      "arxiv",
      "physics.optics"
    ],
    [
      "arxiv",
      "quant-ph"
    ],
    [
      "openalex",
      "2208|Optical Systems and Laser Technology"
    ]
  ],
  "openalex": "W7212012809",
  "pdf_url": "https://arxiv.org/pdf/2609.05984",
  "pmcid": null,
  "pmid": null,
  "published": "2026-09-05",
  "publisher": null,
  "ris": "https://research.draconitic.com/paper/93xeb705zqs6r.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:19:48Z",
      "native_id": "2609.05984",
      "source": "arxiv",
      "url": "https://arxiv.org/abs/2609.05984"
    }
  ],
  "subjects": [
    {
      "field": "physics",
      "origin": "arxiv:physics.optics",
      "subfield": "optics-photonics"
    },
    {
      "field": "physics",
      "origin": "arxiv:quant-ph",
      "subfield": "quantum"
    }
  ],
  "title": "Data-driven structural diagnostics and autonomous alignment of complex optical systems",
  "title_text": "Data-driven structural diagnostics and autonomous alignment of complex optical systems",
  "type": "preprint",
  "updated_at": "2026-10-30T12:19:48Z",
  "url": "https://research.draconitic.com/paper/93xeb705zqs6r",
  "venue": "arXiv",
  "versions": []
}