195 citations · 807 across the 31 of their papers we have counts for
30 papers
Autoencoder-Based Parameter Estimation for Superposed Multi-Component Damped Sinusoidal Signals
Momoka Iida, Hayato Motohashi, Hirotaka Takahashi
Damped sinusoidal oscillations are widely observed in many physical systems, and their analysis provides access to underlying physical properties. However, parameter estimation bec…
Regression of Suspension Violin Modes in KAGRA O3GK Data with Kalman Filters
Lucas Moisset, Marco Meyer-Conde, Christopher Allene +4
Suspension thermal modes in interferometric gravitational-wave detectors produce narrow, high-Q spectral lines that can contaminate gravitational searches and bias parameter estima…
Computing the Wave: Where the Gravitational Wave Community benefits from High-Energy Physics, and where it differs ?
Marco Meyer-Conde, Nobuyuki Kanda, Hirotaka Takahashi +2
High-Energy Physics (HEP) and Gravitational Wave (GW) communities serve different scientific purposes. However, their methodologies might potentially offer mutual enrichment throug…
Localization of gravitational waves using machine learning
Seiya Sasaoka, Hirotaka Takahashi, Yilun Hou +1
An observation of gravitational waves is a trigger of the multi-messenger search of an astronomical event. A combination of the data from two or three gravitational wave telescopes…
Unsupervised Learning Architecture for Classifying the Transient Noise of Interferometric Gravitational-wave Detectors
Yusuke Sakai, Yousuke Itoh, Piljong Jung +11
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…
Gravitational Wave Physics and Astronomy in the nascent era
Makoto Arimoto, Hideki Asada, Michael L. Cherry +50
The detections of gravitational waves (GW) by LIGO/Virgo collaborations provide various possibilities to physics and astronomy. We are quite sure that GW observations will develop…