Jun 11 – 15, 2018
Hotel Ambasciatori - Rimini
Europe/Rome timezone

Machine Learning for Gravitational waves. Deep learning methods to study the noise of interferometers

Jun 14, 2018, 10:00 AM
Sala Quarzo (Hotel Ambasciatori - Rimini)

Sala Quarzo

Hotel Ambasciatori - Rimini

Viale Vespucci, 22 47921 Rimini


Elena Cuoco (PI) Massimiliano Razzano (PI)


Noise of non-astrophysical origin contaminates science data taken by the Advanced Laser Interferometer Gravitational-wave Observatory and Advanced Virgo gravitational-wave detectors. Characterization of instrumental and environmental noise transients has proven critical in identifying false positives in the first observing runs. Machine-Learning techniques have, in recent years, become more and more reliable and can be efficiently applied to our problems.

Presentation materials