115 citations · 122 across the 5 of their papers we have counts for
4 papers · 1 filter
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…
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…
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…
Application of machine learning algorithms to the study of noise artifacts in gravitational-wave data
Rahul Biswas, Lindy Blackburn, Junwei Cao +13
The sensitivity of searches for astrophysical transients in data from the LIGO is generally limited by the presence of transient, non-Gaussian noise artifacts, which occur at a hig…