Kavli Affiliate: Lijing Shao| First 5 Authors: Wenshuai Liu, Wenshuai Liu, , , | Summary:Neural density estimation has seen widespread applications in the gravitational-wave (GW) data analysis, which enables real-time parameter estimation for compact binary coalescences and enhances rapid inference for subsequent analysis such as population inference. In this work, we explore the application of […]
Continue.. Lightweight posterior construction for gravitational-wave catalogs with the Kolmogorov-Arnold network