44 citations · 111 across the 9 of their papers we have counts for
3 papers · 1 filter
Convolutional neural network for gravitational-wave early alert: Going down in frequency
Grégory Baltus, Justin Janquart, Melissa Lopez +2
We present here the latest development of a machine-learning pipeline for pre-merger alerts from gravitational waves coming from binary neutron stars. This work starts from the con…
Simulating Transient Noise Bursts in LIGO with gengli
Melissa Lopez, Vincent Boudart, Stefano Schmidt +1
In the field of gravitational-wave (GW) interferometers, the most severe limitation to the detection of transient signals from astrophysical sources comes from transient noise arte…
Simulating Transient Noise Bursts in LIGO with Generative Adversarial Networks
Melissa Lopez, Vincent Boudart, Kerwin Buijsman +2
The noise of gravitational-wave (GW) interferometers limits their sensitivity and impacts the data quality, hindering the detection of GW signals from astrophysical sources. For tr…