papers
Publications (12)
gr-qc2017
Deep Learning for Real-time Gravitational Wave Detection and Parameter Estimation with LIGO Data
Daniel George, E. A. Huerta
cs.LG2018
Real-time regression analysis with deep convolutional neural networks
E. A. Huerta, Daniel George, Zhizhen Zhao +1
astro-ph.HE2015
On the Linear Stability of Magnetized Jets Without Current Sheets: Non-Relativistic Case
Jinho Kim, Dinshaw S. Balsara, Maxim Lyutikov +3
gr-qc2017
Deep Learning for Real-time Gravitational Wave Detection and Parameter Estimation: Results with Advanced LIGO Data
Daniel George, E. A. Huerta
gr-qc2018
Eccentric, nonspinning, inspiral, Gaussian-process merger approximant for the detection and characterization of eccentric binary black hole mergers
E. A. Huerta, C. J. Moore, Prayush Kumar +10
gr-qc2018
A Carillon of Black Holes
Daniel George, Duncan Meacher, Mark Ballora +1
astro-ph.CO2019
Denoising Gravitational Waves with Enhanced Deep Recurrent Denoising Auto-Encoders
Hongyu Shen, Daniel George, E. A. Huerta +1
astro-ph.IM2019
Deep Learning for Multi-Messenger Astrophysics: A Gateway for Discovery in the Big Data Era
Gabrielle Allen, Igor Andreoni, Etienne Bachelet +45
gr-qc2017
Deep Transfer Learning: A new deep learning glitch classification method for advanced LIGO
Daniel George, Hongyu Shen, E. A. Huerta
astro-ph.IM2017
Deep Neural Networks to Enable Real-time Multimessenger Astrophysics
Daniel George, E. A. Huerta
astro-ph.IM2017
Glitch Classification and Clustering for LIGO with Deep Transfer Learning
Daniel George, Hongyu Shen, E. A. Huerta
gr-qc2017
Complete waveform model for compact binaries on eccentric orbits
E. A. Huerta, Prayush Kumar, Bhanu Agarwal +11