742 citations · 1.9k across the 22 of their papers we have counts for
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Inference of proto-neutron star properties from gravitational-wave data in core-collapse supernovae
Marie-Anne Bizouard, Patricio Maturana-Russel, Alejandro Torres-Forné +5
The eventual detection of gravitational waves from core-collapse supernovae (CCSN) will help improve our current understanding of the explosion mechanism of massive stars. The stoc…
Exploring gravitational-wave detection and parameter inference using Deep Learning methods
João D. Álvares, José A. Font, Felipe F. Freitas +5
We explore machine learning methods to detect gravitational waves (GW) from binary black hole (BBH) mergers using deep learning (DL) algorithms. The DL networks are trained with gr…
Confusing Head-On Collisions with Precessing Intermediate-Mass Binary Black Hole Mergers
Juan Calderón Bustillo, Nicolas Sanchis-Gual, Alejandro Torres-Forné +1
We report a degeneracy between the gravitational-wave signals from quasi-circular precessing black-hole mergers and those from extremely eccentric mergers, namely head-on collision…
Application of dictionary learning to denoise LIGO's blip noise transients
Alejandro Torres-Forné, Elena Cuoco, José A. Font +1
Data streams of gravitational-wave detectors are polluted by transient noise features, or "glitches", of instrumental and environmental origin. In this work, we investigate the use…