2nd AI-INFN Advanced Hackathon

Session

Hands on

27 Nov 2025, 09:00

Collegio Borromeo, Pavia

68. Virgo Digital Twin: live demo

Francesco Sarandrea (INFN Torino), Lorenzo Asprea (Istituto Nazionale di Fisica Nucleare)

27/11/2025, 09:00

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.

71. Flow Matching Deconstructed: generative dynamics, from first principles to practical applications

Francesco Vaselli (Istituto Nazionale di Fisica Nucleare)

27/11/2025, 11:20