Fast Parameter Inference on Pulsar Timing Arrays with Normalizing Flows

David Shih, Marat Freytsis, Stephen R. Taylor +2

Pulsar timing arrays (PTAs) perform Bayesian posterior inference with expensive MCMC methods. Given a dataset of ~10-100 pulsars and O(10^3) timing residuals each, producing a post…