Paris workshop on Bayesian Deep Learning for Cosmology and Time Domain Astrophysics

Session

Gravitational Waves

22 juin 2022, 14:30

Buffon Amphitheater (APC laboratory, Université Paris Cité)

118. Simulation-based inference for gravitational waves

Stephen Green (Albert Einstein Institute Potsdam)

22/06/2022 14:30

Talk

99. Fast Parameter Estimation for Massive Black Hole Binaries with Normalising Flows (gw1)

Natalia Korsakova (APC)

22/06/2022 15:30

Time Domain Astrophysics

Talk

72. Fast Parameter Estimation for Massive Black Hole Binaries with Normalising Flows (gw1)

Natalia Korsakova (APC)

Time Domain Astrophysics

Talk

One of the sources which Laser Interferometer Space Antenna (LISA) will observe are the signals from the Massive Black Hole Binaries (MBHBs) during their inspiral, merged and ringdown phases. To estimate physical parameters of these systems and their localisations one has to perform some form of Bayesian Inference. The most common approach to do this is through defining the likelihood function...