@article{CTT100907453, author = {Seiya Sasaoka and Naoki Koyama and Diego Dominguez and Yusuke Sakai and Kentaro Somiya and Yuto Omae and Hirotaka Takahashi}, title = {Visualizing convolutional neural network for classifying gravitational waves from core-collapse supernovae}, journal = {Physical Review D}, year = 2023, } @article{CTT100901277, author = {Seiya Sasaoka and Yilun Hou and Diego Dominguez and Suyog Garg and Naoki Koyama and Yusuke Sakai and Yuto Omae and Kentaro Somiya and Hirotaka Takahashi}, title = {Deep Learning for Detecting Gravitational Waves from Compact Binary Coalescences and Its Visualization by Grad-CAM}, journal = {Proceedings of Science}, year = 2023, } @article{CTT100901278, author = {Seiya Sasaoka and Yilun Hou and Diego Dominguez and Suyog Garg and Naoki Koyama and Yusuke Sakai and Yuto Omae and Kentaro Somiya and Hirotaka Takahashi}, title = {Deep Learning Application for Detecting Gravitational Waves from Core-Collapse Supernovae}, journal = {Proceedings of Science}, year = 2023, } @article{CTT100901574, author = {Diego Dominguez and Seiya Sasaoka and Suyog Garg and Yilun Hou and Naoki Koyama and Kentaro Somiya and Hirotaka Takahashi}, title = {Convolutional neural network for continuous gravitational waves detection}, journal = {Proceedings of Science}, year = 2023, } @article{CTT100902082, author = {Suyog Garg and Seiya Sasaoka and Diego Dominguez and Yilun Hou and Naoki Koyama and Kentaro Somiya and Hirotaka Takahashi and Masatake Ohashi}, title = {Comparison of training methods for Convolutional Neural Network model for Gravitational-Wave detection from Neutron Star-Black Hole Binaries}, journal = {Proceedings of Science}, year = 2023, } @article{CTT100908917, author = {Seiya Sasaoka and Naoki Koyama and Diego Dominguez and Yusuke Sakai and Kentaro Somiya and Yuto Omae and Hirotaka Takahashi}, title = {Comparative study of 1D and 2D convolutional neural network models with attribution analysis for gravitational wave detection from compact binary coalescences}, journal = {Physical Review D}, year = 2024, } @article{CTT100880918, author = {Seiya Sasaoka and Yilun Hou and Kentaro Somiya and Hirotaka Takahashi}, title = {Localization of gravitational waves using machine learning}, journal = {Physical Review D}, year = 2022, } @inproceedings{CTT100903185, author = {羽場大起 and 田中颯 and 笹岡聖也 and 宗宮健太郎}, title = {重力波望遠鏡KAGRAにおける非一様複屈折下での光共振器の新しい姿勢制御法の開発}, booktitle = {}, year = 2023, } @inproceedings{CTT100903184, author = {Suyog Garg and Seiya Sasaoka and Diego Dominguez and Naoki Koyama and Kentaro Somiya and Hirotaka Takahashi and Masatake Ohashi}, title = {Deep Convolutional Neural Network for detecting Gravitational Wave signals from Eccentric Compact Binaries}, booktitle = {}, year = 2023, } @inproceedings{CTT100903183, author = {Diego Dominguez and Seiya Sasaoka and Suyog Garg and Yilun Hou and Naoki Koyama and Kentaro Somiya and Hirotaka Takahashi}, title = {Convolutional Neural Network for continuous gravitational waves detection}, booktitle = {}, year = 2023, } @inproceedings{CTT100903182, author = {Sakino Takeda and Seiya Sasaoka and Kentaro Somiya}, title = {Consideration of suspension thermoelastic noise in the vertical direction with heat flow}, booktitle = {}, year = 2023, } @inproceedings{CTT100900056, author = {Seiya Sasaoka and Yilun Hou and Diego Dominguez and Suyog Garg and Naoki Koyama and Yusuke Sakai and Yuto Omae and Kentaro Somiya and Hirotaka Takahashi}, title = {Deep Learning Application for Detecting Gravitational Waves from Core-Collapse Supernovae}, booktitle = {}, year = 2023, } @inproceedings{CTT100894910, author = {Seiya Sasaoka and Yilun Hou and Diego Dominguez and Suyog Garg and Naoki Koyama and Yusuke Sakai and Yuto Omae and Kentaro Somiya and Hirotaka Takahashi}, title = {Deep Learning for Gravitational Wave Detection and Its Analysis Using Grad-CAM}, booktitle = {}, year = 2023, } @inproceedings{CTT100894911, author = {Daiki Haba and Hayato Tanaka and Seiya Sasaoka and Kentaro Somiya}, title = {Development of a new control method for optical resonators under the influence of non-uniform birefringence}, booktitle = {}, year = 2023, } @inproceedings{CTT100900055, author = {Seiya Sasaoka and Yilun Hou and Diego Dominguez and Suyog Garg and Naoki Koyama and Yusuke Sakai and Yuto Omae and Kentaro Somiya and Hirotaka Takahashi}, title = {Deep Learning Search for Gravitational Waves from Compact Binary Coalescences in O3 Data}, booktitle = {}, year = 2023, } @inproceedings{CTT100900057, author = {Diego Dominguez and Seiya Sasaoka and Suyog Garg and Yilun Hou and Naoki Koyama and Kentaro Somiya and Hirotaka Takahashi}, title = {Convolutional neural network for continuous gravitational waves detection}, booktitle = {}, year = 2023, } @inproceedings{CTT100901260, author = {Suyog Garg and Hirotaka Takahashi and Seiya Sasaoka and Diego Dominguez and Yilun Hou and Naoki Koyama and Kentaro Somiya and Masatake Ohashi}, title = {Deep Convolutional Neural Network for detecting Gravitational-Wave signals from eccentric Compact Binaries}, booktitle = {}, year = 2023, } @inproceedings{CTT100884090, author = {Seiya Sasaoka and Yilun Hou and Diego Dominguez and Suyog Garg and Kentaro Somiya and Hirotaka Takahashi}, title = {Detection of Gravitational Waves from Core-Collapse Supernovae Using Deep Learning}, booktitle = {}, year = 2022, } @inproceedings{CTT100884089, author = {Seiya Sasaoka and Yilun Hou and Diego Dominguez and Suyog Garg and Kentaro Somiya and Hirotaka Takahashi}, title = {Detection of Gravitational Waves from Core-Collapse Supernovae Using Deep Learning}, booktitle = {}, year = 2022, } @inproceedings{CTT100884088, author = {Suyog Garg and Seiya Sasaoka and Hirotaka Takahashi and Yilun Hou and Diego Dominguez and Kentaro Somiya and Masatake Ohashi}, title = {Detecting Gravitational Wave signals from Binary Black Hole mergers using Deep Convolutional Neural Network}, booktitle = {}, year = 2022, } @inproceedings{CTT100883786, author = {Sakino Takeda and Seiya Sasaoka and Kentaro Somiya}, title = {Study of suspension thermoelastic noise in the vertical direction with heat flow}, booktitle = {}, year = 2022, } @inproceedings{CTT100881923, author = {笹岡聖也 and HOUYilun and DominguezDiego Sebastian and 宗宮健太郎 and 高橋弘毅}, title = {深層学習による超新星爆発からの重力波の検出}, booktitle = {}, year = 2022, } @inproceedings{CTT100881922, author = {Suyog Garg and Seiya Sasaoka and Hirotaka Takahashi and Yilun Hou and Diego Dominguez and Kentaro Somiya and Masatake Ohashi}, title = {Gravitational Wave Detection using Convolutional Neural Network}, booktitle = {}, year = 2022, } @inproceedings{CTT100880920, author = {Seiya Sasaoka and Yilun Hou and Kentaro Somiya and Hirotaka Takahashi}, title = {Localization of gravitational waves using machine learning}, booktitle = {}, year = 2022, } @inproceedings{CTT100880919, author = {笹岡聖也 and HOU Yilun and 宗宮健太郎 and 高橋弘毅}, title = {機械学習による重力波の到来方向推定}, booktitle = {}, year = 2022, }