Identify real gravitational wave events in the LIGO-Virgo catalog GWTC-1 and GWTC-2 with convolutional neural network

Detection and parameter estimation of gravitational waves from binary neutron-star mergers in real LIGO data using deep learning

(2021) Plamen G. Krastev et al.   PHYSICS LETTERS B

Exploring gravitational-wave detection and parameter inference using deep learning methods

(2021) João D Álvares et al.   CLASSICAL AND QUANTUM GRAVITY

A deep learning approach to cosmological dark energy models

(2020) Celia Escamilla-Rivera et al.   JOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS

Some optimizations on detecting gravitational wave using convolutional neural network

(2020) Xiang-Ru Li et al.   Frontiers of Physics

GW190521: A Binary Black Hole Merger with a Total Mass of 150  M⊙

(2020) R. Abbott et al.   PHYSICAL REVIEW LETTERS

Deep learning ensemble for real-time gravitational wave detection of spinning binary black hole mergers

(2020) Wei Wei et al.   PHYSICS LETTERS B

Binary neutron stars gravitational wave detection based on wavelet packet analysis and convolutional neural networks

(2019) Bai-Jiong Lin et al.   Frontiers of Physics

Gravitational wave denoising of binary black hole mergers with deep learning

(2019) Wei Wei et al.   PHYSICS LETTERS B

Image-based deep learning for classification of noise transients in gravitational wave detectors

(2018) Massimiliano Razzano et al.   CLASSICAL AND QUANTUM GRAVITY

Deep Learning for real-time gravitational wave detection and parameter estimation: Results with Advanced LIGO data

(2018) Daniel George et al.   PHYSICS LETTERS B

GW170817: Observation of Gravitational Waves from a Binary Neutron Star Inspiral

(2017) B. P. Abbott et al.   PHYSICAL REVIEW LETTERS

The PyCBC search for gravitational waves from compact binary coalescence

(2016) Samantha A Usman et al.   CLASSICAL AND QUANTUM GRAVITY

Observation of Gravitational Waves from a Binary Black Hole Merger

(2016) B. P. Abbott et al.   PHYSICAL REVIEW LETTERS

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

TOWARD EARLY-WARNING DETECTION OF GRAVITATIONAL WAVES FROM COMPACT BINARY COALESCENCE

(2012) Kipp Cannon et al.   ASTROPHYSICAL JOURNAL

A comparative study of different machine learning methods on microarray gene expression data

(2008) Mehdi Pirooznia et al.   BMC GENOMICS