14.2k citations
- Centre National de la Recherche ScientifiqueFR968 papers
- University of MichiganUS945 papers
- The University of TokyoJP935 papers
- National Institute for Subatomic PhysicsNL901 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di NapoliIT887 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di Roma IIT884 papers
- Sapienza University of RomeIT866 papers
- University of CambridgeGB854 papers
- Radboud University NijmegenNL851 papers
- Chinese Academy of SciencesCN848 papers
- University of WashingtonUS839 papers
- Chinese University of Hong KongHK832 papers
Showing 2024 · gr-qcShow all
2 papers · 2 filters
gr-qc2024★ 1 cited
Application of Non-Linear Noise Regression in the Virgo Detector
R. Weizmann Kiendrebeogo, Muhammed Saleem, Marie Anne Bizouard +8
This work presents the first demonstration of non-linear noise regression in the Virgo detector using deep learning techniques. We use DeepClean, a convolutional autoencoder previo…
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…