Deep Learning for Image Sequence Classification of Astronomical Events

Effective image differencing with convolutional neural networks for real-time transient hunting

(2018) Nima Sedaghat et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

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

(2018) Daniel George et al.   PHYSICS LETTERS B

The delay of shock breakout due to circumstellar material evident in most type II supernovae

(2018) F. Förster et al.   Nature Astronomy

Long-Term Recurrent Convolutional Networks for Visual Recognition and Description

(2017) Jeff Donahue et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A recurrent neural network for classification of unevenly sampled variable stars

(2017) Brett Naul et al.   Nature Astronomy

Light-curve and spectral properties of ultrastripped core-collapse supernovae leading to binary neutron stars

(2016) Takashi J. Moriya et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

The EPOCH Project

(2014) Dae-Won Kim et al.   ASTRONOMY & ASTROPHYSICS

Cepheid variables in the flared outer disk of our galaxy

(2014) Michael W. Feast et al.   NATURE

Convolutional Neural Networks for Speech Recognition

(2014) Ossama Abdel-Hamid et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

AUTOMATIC CLASSIFICATION OF VARIABLE STARS IN CATALOGS WITH MISSING DATA

(2013) Karim Pichara et al.   ASTROPHYSICAL JOURNAL

Using machine learning for discovery in synoptic survey imaging data

(2013) Henrik Brink et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Automating Discovery and Classification of Transients and Variable Stars in the Synoptic Survey Era

(2012) J. S. Bloom et al.   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC

LIGHT CURVE TEMPLATES AND GALACTIC DISTRIBUTION OF RR LYRAE STARS FROM SLOAN DIGITAL SKY SURVEY STRIPE 82

(2009) Branimir Sesar et al.   ASTROPHYSICAL JOURNAL