An ensemble Langevin sampler with birth-death jumps and topology-aware reparameterization recovers GW150914 parameters faster than nested sampling but systematically overconstrains them.
Advanced ligo
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.AP 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Efficient Bayesian Sampling with Langevin Birth-Death Dynamics
An ensemble Langevin sampler with birth-death jumps and topology-aware reparameterization recovers GW150914 parameters faster than nested sampling but systematically overconstrains them.