Speaker
Agata Trovato
(U Trieste, INFN Trieste)
Description
Title: Machine-learning in gravitational wave analyses
Abstract: Machine-learning (ML) techniques are now widely used in many fields of research, including Gravitational Wave (GW) analyses of many different types. In same cases, ML algorithms are used to produce the published LIGO-Virgo-KAGRA results. Besides that, a long list of proposed applications can be found in the literature. I will try to summarise the main use cases and focus one some interesting examples.