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ArticlesPeer ReviewedFull Text
Enhancing the rationale of convolutional neural networks for glitch classification in gravitational wave detectors: a visual explanation
Author / Creator:Koyama, Naoki ; Sakai, Yusuke ; Sasaoka, Seiya ; Dominguez, Diego ; Somiya, Kentaro ; Omae, Yuto ; Terada, Yoshikazu ; Meyer-Conde, Marco ; Takahashi, Hirotaka
Publisher:Bristol: IOP Publishing
Journal title:Machine learning: science and technology, 2024-09, Vol.5 (3), p.35028
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Comparative study of 1D and 2D convolutional neural network models with attribution analysis for gravitational wave detection from compact binary coalescences
Author / Creator:Sasaoka, Seiya ; Koyama, Naoki ; Dominguez, Diego ; Sakai, Yusuke ; Somiya, Kentaro ; Omae, Yuto ; Takahashi, Hirotaka
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-01
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Parameter estimation of protoneutron stars from gravitational wave signals using the Hilbert-Huang transform
Author / Creator:Sasaoka, Seiya ; Sakai, Yusuke ; Dominguez, Diego ; Somiya, Kentaro ; Sakai, Kazuki ; Oohara, Ken-ichi ; Meyer-Conde, Marco ; Takahashi, Hirotaka
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2024-11
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Visualizing convolutional neural network for classifying gravitational waves from core-collapse supernovae
Author / Creator:Sasaoka, Seiya ; Koyama, Naoki ; Dominguez, Diego ; Sakai, Yusuke ; Somiya, Kentaro ; Omae, Yuto ; Takahashi, Hirotaka
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2023-12
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Localization of gravitational waves using machine learning
Author / Creator:Sasaoka, Seiya ; Takahashi, Hirotaka ; Hou, Yilun ; Somiya, Kentaro
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2022-02
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Enhancing the rationale of convolutional neural networks for glitch classification in gravitational wave detectors: a visual explanation

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Comparative study of 1D and 2D convolutional neural network models with attribution analysis for gravitational wave detection from compact binary coalescences

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Parameter estimation of protoneutron stars from gravitational wave signals using the Hilbert-Huang transform

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Visualizing convolutional neural network for classifying gravitational waves from core-collapse supernovae

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Localization of gravitational waves using machine learning

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