research
∙
11/16/2022
Adapting to noise distribution shifts in flow-based gravitational-wave inference
Deep learning techniques for gravitational-wave parameter estimation hav...
share
research
∙
10/11/2022
Neural Importance Sampling for Rapid and Reliable Gravitational-Wave Inference
We combine amortized neural posterior estimation with importance samplin...
research
∙
11/25/2021
Group equivariant neural posterior estimation
Simulation-based inference with conditional neural density estimators is...
research
∙
06/23/2021
Real-time gravitational-wave science with neural posterior estimation
We demonstrate unprecedented accuracy for rapid gravitational-wave param...
research
∙
08/07/2020
Complete parameter inference for GW150914 using deep learning
The LIGO and Virgo gravitational-wave observatories have detected many e...
research
∙
02/18/2020