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astro-ph.IM2026
Neural Bayesian updates to populations with growing gravitational-wave catalogs
Noah E. Wolfe, Matthew Mould, John Veitch +1
As gravitational-wave catalogs grow, they will become increasingly computationally expensive to analyze in their entirety, especially when inferring astrophysical source population…
astro-ph.IM2025
Rapid inference and comparison of gravitational-wave population models with neural variational posteriors
Matthew Mould, Noah E. Wolfe, Salvatore Vitale
The LIGO-Virgo-KAGRA catalog has been analyzed with an abundance of different population models due to theoretical uncertainty in the formation of gravitational-wave sources. To ex…