Real-time gravitational-wave science with neural posterior estimation

Maximilian Dax, Stephen R. Green, Jonathan Gair +3

We demonstrate unprecedented accuracy for rapid gravitational-wave parameter estimation with deep learning. Using neural networks as surrogates for Bayesian posterior distributions…