CNN

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

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

Ensemble of deep convolutional neural networks for real-time gravitational wave signal recognition

Ensemble deep learning model combining multiple CNNs successfully detects all O1/O2 BBH events (except GW170818) with zero false alarms on one month of O2 data, demonstrating real-time GW analysis capability.

Exploring Gravitational-Wave Detection and Parameter Inference using Deep Learning

Exploring Gravitational-Wave Detection and Parameter Inference using Deep Learning

Gravitational-wave Signal Recognition of LIGO Data by Deep Learning

Gravitational-wave Signal Recognition of LIGO Data by Deep Learning

Gravitational-wave Signal Recognition of LIGO Data by Deep Learning