402 citations · 703 across the 16 of their papers we have counts for
3 papers · 1 filter
A Machine Learning Based Source Property Inference for Compact Binary Mergers
Deep Chatterjee, Shaon Ghosh, Patrick R. Brady +4
The detection of the binary neutron star (BNS) merger, GW170817, was the first success story of multi-messenger observations of compact binary mergers. The inferred merger rate alo…
Direct constraints on ultra-light boson mass from searches for continuous gravitational waves
Cristiano Palomba, Sabrina D'Antonio, Pia Astone +10
\textit{Superradiance} can trigger the formation of an ultra-light boson cloud around a spinning black hole. Once formed, the boson cloud is expected to emit a nearly periodic, lon…
How effective is machine learning to detect long transient gravitational waves from neutron stars in a real search?
Andrew L. Miller, Pia Astone, Sabrina D'Antonio +12
We present a comprehensive study of the effectiveness of Convolution Neural Networks (CNNs) to detect long duration transient gravitational-wave signals lasting fro…