机器学习在引力波数据处理中的应用
东北大学引力波宇宙学与射电天文学研究中心青年学者研讨会 - 特邀报告
inference
Machine Learning in Gravitational Wave Data Analysis
Poster: https://ictp-ap.org/event/60
Deep neural networks & Gravitational-wave signal recognization
Exploring Gravitational-Wave Detection & Parameter Inference using Deep Learning
Exploring Gravitational-Wave Detection and Parameter Inference using Deep Learning
Sampling with prior knowledge for high-dimensional gravitational wave data analysis
Combines physically informed training-data sampling with normalizing flows for high-dimensional gravitational-wave inference. The study evaluates rapid posterior estimation for observed binary-black-hole events and examines how prior knowledge …