21–25 nov. 2022
L2IT Toulouse
Fuseau horaire Europe/Paris

Merger-ringdown test -- A novel test of GR using a machine learning implementation

24 nov. 2022, 17:15
15m
L2IT Toulouse

L2IT Toulouse

Maison de la Recherche et de la Valorisation 75 Cours des Sciences 31062 Toulouse Cedex
In person talk Conference session 3

Orateur

Swetha Bhagwat (University of Birmingham)

Description

The gravitational waves emitted during the coalescence of binary black holes are an excellent probe to test the behaviour of strong gravity. We propose a new test called the merger-ringdown consistency test` that focuses on probing the imprints of the dynamics in strong-gravity around the black-holes during the plunge-merger and ringdown phase. We demonstrate the feasibility of our test on a simulated population of events using a deep learning framework, setting a precedence for performing precision tests of gravity with neural networks. Additionally, testing consistency of QNM amplitudes and phases in the ringdown to GR predictions provide a complimentary null-test to the traditional black hole spectroscopy.

Auteur principal

Swetha Bhagwat (University of Birmingham)

Documents de présentation