2 papers
astro-ph.IM2026
SiGMa-Net II: Distinguishing Binary Black Holes from Glitches
Soorya Narayan, Anupreeta More, Sunil Choudhary +2
With increasing sensitivity of the gravitational wave (GW) detectors, we expect a significant rise in the detectable GW events. To process, analyse and identify such large amounts…
astro-ph.IM2025
CoBiTS: Single-detector discrimination of binary black hole signals from glitches using deep learning
Matthew VanDyke, Kexuan Wu, Sukanta Bose
We develop a Conformer neural network, called Conformer Binary neTwork Search, or CoBiTS, for distinguishing binary black hole (BBH) gravitational wave (GW) signals from non-Gaussi…