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  1. ; ; ; ; ; ; ; ; ; ; et al (, Classical and Quantum Gravity)
    Abstract Progress in gravitational-wave (GW) astronomy depends upon having sensitive detectors with good data quality. Since the end of the Laser Interferometer Gravitational-Wave Observatory-Virgo-KAGRA third Observing run in March 2020, detector-characterization efforts have lead to increased sensitivity of the detectors, swifter validation of GW candidates and improved tools used for data-quality products. In this article, we discuss these efforts in detail and their impact on our ability to detect and study GWs. These include the multiple instrumental investigations that led to reduction in transient noise, along with the work to improve software tools used to examine the detectors data-quality. We end with a brief discussion on the role and requirements of detector characterization as the sensitivity of our detectors further improves in the future Observing runs. 
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    Free, publicly-accessible full text available April 16, 2026
  2. ; ; ; ; ; ; ; ; ; ; et al (, Classical and Quantum Gravity)
    null (Ed.)
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