Toward Online Deployment of Neural-Networks to Search and Characterize Compact Binary Mergers
Presenter
June 6, 2025
Abstract
I will talk about a neural network (NN)-based search algorithm, Aframe, to detect binary black hole (BBH) mergers, and a NN-based parameter estimation algorithm, AMPLFI, to infer parameters of the detected signal. I will briefly talk about the algorithms and discuss the design choices for Aframe and AMPLFI to run in tandem on live LIGO-Virgo data to produce low-latency discovery alerts.