mlsanityData to 14 Oct 2026

What ZTF Saw Where Rubin Looked: Anomaly Hunting in DR23

arXiv 2507.06217 ↗First posted 8 Jul 2025astro-ph.IM astro-ph.GA astro-ph.SRcited by 1

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Abstract (arXiv)

We present results from the SNAD VIII Workshop, during which we conducted the first systematic anomaly search in the ZTF fields also observed by LSSTComCam during Rubin Scientific Pipeline commissioning. Using the PineForest active anomaly detection algorithm, we analysed four selected fields (two galactic and two extragalactic) and visually inspected 400 candidates. As a result, we discovered six previously uncatalogued variable stars, including RS~CVn, BY Draconis, ellipsoidal, and solar-type variables, and refined classifications and periods for six known objects. These results demonstrate the effectiveness of the SNAD anomaly detection pipeline and provide a preview of the discovery potential in the upcoming LSST data.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 0 of its 17 references that are in the map. First posted on arXiv 8 Jul 2025.

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