Výsledky vyhledávání - "Nakahira, Katsuko"

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Training Process of Unsupervised Learning Architecture for Gravity Spy Dataset

Autor: Sakai, Yusuke, Itoh, Yousuke, Jung, Piljong, Kokeyama, Keiko, Kozakai, Chihiro, Nakahira, Katsuko T., Oshino, Shoichi, Shikano, Yutaka, Takahashi, Hirotaka, Uchiyama, Takashi, Ueshima, Gen, Washimi, Tatsuki, Yamamoto, Takahiro, Yokozawa, Takaaki

Publikováno v: Annalen der Physik, issue 2200140 (2022)

Transient noise appearing in the data from gravitational-wave detectors frequently causes problems, such as instability of the detectors and overlapping or mimicking gravitational-wave signals. Because transient noise is considered to be associated w

Externí odkaz: http://arxiv.org/abs/2208.03623

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Unsupervised Learning Architecture for Classifying the Transient Noise of Interferometric Gravitational-wave Detectors

Publikováno v: Scientific Reports, 12, Article number: 9935 (2022)

In the data obtained by laser interferometric gravitational wave detectors, transient noise with non-stationary and non-Gaussian features occurs at a high rate. This often results in problems such as detector instability and the hiding and/or imitati

Externí odkaz: http://arxiv.org/abs/2111.10053

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