{
  "annotation_id": "39a1e225-37c2-4916-bf7f-ec1cd0bfad51",
  "date_created": "2026-02-17T05:53:16.285000Z",
  "date_modified": "2026-02-17T05:53:16.285000Z",
  "file_hash": "9777dc41fe864adb30071a6c72c9dd9835c826fd33c9a7de63da53ebc88de286",
  "private": false,
  "record": {
    "abstract": "The formation channels of binary black hole (BBH) mergers detected by the LIGO/Virgo/KAGRA (LVK) network remain uncertain. While BBH mergers occurring inside active galactic nucleus (AGN) disks may interact with surrounding gas and generate observable optical flares. We test this scenario by quantifying the spatial and temporal correlation between BBH events in GWTC-4.0 and AGN flares identified from six years of the Zwicky Transient Facility (ZTF) DR23 data. Using 80 BBH mergers selected for adequate localization, redshift reach, observing-epoch overlap, and ZTF sky coverage, we construct a likelihood for the flare-associated fraction, $f_{\\rm flare}$, that combines each event\u0027s 3D localization with a locally estimated flare number density derived from a 3D Voronoi tessellation, while explicitly accounting for survey boundaries and incomplete catalog coverage. Adopting a 200-day post-merger time window for potential counterparts, we infer $f_{\\rm flare} = 0.07_{-0.05}^{+0.25}$ (90\\% confidence level). This non-zero maximum-likelihood value is driven primarily by GW190412, for which a single flare candidate (J143041.67+355703.8) is consistent in both time and spatial position. Excluding GW190412 yields results consistent with no association and an upper limit of $f_{\\rm flare} \u003c 0.17$ at 90\\% confidence level. The intrinsic properties of GW190412 and the characteristics of the candidate host AGN are broadly consistent with theoretical expectations for the AGN-disk formation channel, motivating continued, targeted electromagnetic follow-up of well-localized and highly asymmetric BBH mergers in current and upcoming time-domain surveys.",
    "arxiv_id": "2601.08286",
    "authors": [
      "Liang-Gui Zhu",
      "Lei He",
      "Xian Chen",
      "Wen Zhao"
    ],
    "categories": [
      "astro-ph.HE",
      "astro-ph.IM",
      "gr-qc"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "title": "Constraining the Fraction of LIGO/Virgo/KAGRA Binary Black Hole Merger Events Associated with Active Galactic Nucleus Flares",
    "url": "https://arxiv.org/abs/2601.08286",
    "version": "v1"
  },
  "schema_id": "dorsal/arxiv",
  "source": {
    "execution_id": "f091e724-6966-47ab-9840-68dffb3d2bfe",
    "id": "arXiv Dataset",
    "type": "Model",
    "variant": "snapshot-2026-01-17",
    "version": "0.1.0"
  },
  "user_id": 1000002
}