Speakers
Francesco Sarandrea
(INFN Torino)
Lorenzo Asprea
(Istituto Nazionale di Fisica Nucleare)
Description
In this demo we will se how Generative Neural Networks can be employed to mimic the transient noise (glitches) observed in the observation channel of the Virgo detector, taking as input the data from its control sensors. This application makes it possible to perform de-noising on the data-stream and increase the sensitivity of the detector.