2 papers
astro-ph.IM2025
Effectiveness of Stacks in the Stacked Hilbert-Huang Transform
Lupin Chun-Che Lin, Chin-Ping Hu, Chien-Chang Yen +6
The Hilbert-Huang transform (HHT) consists of empirical mode decomposition (EMD), which is a template-free method that represents the combination of different intrinsic modes on a…
gr-qc2024
Extract non-Gaussian Features in Gravitational Wave Observation Data Using Self-Supervised Learning
Yu-Chiung Lin, Albert K. H. Kong
We propose a self-supervised learning model to denoise gravitational wave (GW) signals in the time series strain data without relying on waveform information. Denoising GW data is…