activity
19992023
most citedApplication of machine learning algorithms to the study of noise artifacts in gravitational-wave data

115 citations · 653 across the 36 of their papers we have counts for

collaborators

36 papers

gr-qc2023

A superconducting tensor detector for mid-frequency gravitational waves: its multi-channel nature and main astrophysical targets

Yeong-Bok Bae, Chan Park, Edwin J. Son +13

Mid-frequency band gravitational-wave detectors will be complementary for the existing Earth-based detectors (sensitive above 10 Hz or so) and the future space-based detectors such…

astro-ph.IM2023★ 1 cited

Low-Frequency Noise Mitigation and Bandgap Engineering using Seismic Metamaterials for Terrestrial Gravitational Wave Observatories

John J. Oh

Gravitational-wave now became one of the important observational methods for studying the Universe since its first detection. However, the ground-based observatories have an inhere…

astro-ph.IM2022★ 4 cited

Identifying multichannel coherent couplings and causal relationships in gravitational wave detectors

Piljong Jung, Sang Hoon Oh, Young-Min Kim +4

The gravitational-wave detector is a complex and sensitive collection of advanced instruments that are impacted not only by mechanical/electronics systems but also by the surroundi…

astro-ph.IM2021

Optimizing Parameters of Information-Theoretic Correlation Measurement for Multi-Channel Time-Series Datasets in Gravitational Wave Detectors

Piljong Jung, Sang Hoon Oh, Young-Min Kim +2

Data analysis in modern science using extensive experimental and observational facilities, such as a gravitational wave detector, is essential in the search for novel scientific di…

astro-ph.IM2021★ 17 cited

Deep Learning Model on Gravitational Waveforms in Merging and Ringdown Phases of Binary Black Hole Coalescences

Joongoo Lee, Sang Hoon Oh, Kyungmin Kim +4

The waveform templates of the matched filtering-based gravitational-wave search ought to cover wide range of parameters for the prosperous detection. Numerical relativity (NR) has…

astro-ph.IM2018

Generating Event Triggers Based on Hilbert-Huang Transform and Its Application to Gravitational-Wave Data

Edwin J. Son, Whansun Kim, Young-Min Kim +3

We present a new event trigger generator based on the Hilbert-Huang transform, named EtaGen (Gen). It decomposes a time-series data into several adaptive modes without imposing…