Completed
New approaches: Neural posterior estimation
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Rapid and Robust Parameter Estimation for Gravitational Wave Observations
Automatically move to the next video in the Classroom when playback concludes
- 1 Rapid and robust parameter estimati for gravitational wave observations
- 2 Talk outline
- 3 Overview of CW parameter estimation
- 4 Overview of GW parameter estimation
- 5 Computational cost: GW150914
- 6 Challenges in GW parameter estimation
- 7 Current solutions: Bayestar
- 8 Current solutions: Faster waveform models
- 9 New approaches: Neural posterior estimation
- 10 Normalizing flows
- 11 NPE refinements: embedding network
- 12 NPE refinements: group equivariant NPE
- 13 NPE network
- 14 NPE validation: GWTC-1 BBHS
- 15 Future challenges: long waveforms
- 16 Future challenges: non-stationary noise
- 17 Future challenges: population inference
- 18 Future challenges: overlapping sources
- 19 Summary
