Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier

Alert Classification for the ALeRCE Broker System: The Light Curve Classifier

(2021) P. Sánchez-Sáez et al.   ASTRONOMICAL JOURNAL

The Automatic Learning for the Rapid Classification of Events (ALeRCE) Alert Broker

(2021) F. Förster et al.   ASTRONOMICAL JOURNAL

Scalable end-to-end recurrent neural network for variable star classification

(2020) I Becker et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Vetting the optical transient candidates detected by the GWAC network using convolutional neural networks

(2020) Damien Turpin et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Classifying image sequences of astronomical transients with deep neural networks

(2020) Catalina Gómez et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Machine Learning for the Zwicky Transient Facility

(2019) Ashish Mahabal et al.   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC

The ASAS-SN Catalog of Variable Stars II: Uniform Classification of 412,000 Known Variables

(2019) T Jayasinghe et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

The ASAS-SN catalogue of variable stars III: variables in the southern TESS continuous viewing zone

(2019) T Jayasinghe et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Gaia Data Release 2

(2019) L. Rimoldini et al.   ASTRONOMY & ASTROPHYSICS

Transient processing and analysis using AMPEL: Alert management, photometry, and evaluation of lightcurves

(2019) J. Nordin et al.   ASTRONOMY & ASTROPHYSICS

Real-bogus classification for the Zwicky Transient Facility using deep learning

(2019) Dmitry A Duev et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

The ASAS-SN Catalog of Variable Stars V: Variables in the Southern Hemisphere

(2019) T Jayasinghe et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Multiband Galaxy Morphologies for CLASH: A Convolutional Neural Network Transferred from CANDELS

(2019) M. Pérez-Carrasco et al.   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC

Deep Learning for Image Sequence Classification of Astronomical Events

(2019) Rodrigo Carrasco-Davis et al.   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC

The ASAS-SN catalogue of variable stars I: The Serendipitous Survey

(2018) T Jayasinghe et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

catsHTM: A Tool for Fast Accessing and Cross-matching Large Astronomical Catalogs

(2018) Maayane T. Soumagnac et al.   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC

ATLAS: A High-cadence All-sky Survey System

(2018) J. L. Tonry et al.   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC

Gaia Data Release 2. The first Gaia catalogue of long-period variable candidates

(2018) N. Mowlavi et al.   ASTRONOMY & ASTROPHYSICS

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

(2018) F. Förster et al.   Nature Astronomy

The Zwicky Transient Facility: System Overview, Performance, and First Results

(2018) Eric C. Bellm et al.   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC

The Zwicky Transient Facility: Data Processing, Products, and Archive

(2018) Frank J. Masci et al.   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC

The Catalina Surveys Southern periodic variable star catalogue

(2017) A. J. Drake et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Early light curves for Type Ia supernova explosion models

(2017) U. M. Noebauer et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

A hybrid type Ia supernova with an early flash triggered by helium-shell detonation

(2017) Ji-an Jiang et al.   NATURE

Confined dense circumstellar material surrounding a regular type II supernova

(2017) O. Yaron et al.   Nature Physics

A recurrent neural network for classification of unevenly sampled variable stars

(2017) Brett Naul et al.   Nature Astronomy

Apache Spark

(2016) Matei Zaharia et al.   COMMUNICATIONS OF THE ACM

The 5th edition of the Roma-BZCAT. A short presentation

(2015) E. Massaro et al.   ASTROPHYSICS AND SPACE SCIENCE

Rotation-invariant convolutional neural networks for galaxy morphology prediction

(2015) Sander Dieleman et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

The Half Million Quasars (HMQ) Catalogue

(2015) Eric W. Flesch   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF AUSTRALIA

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

(2015) Sebastian Bach et al.   PLoS One

Early-time spectra of supernovae and their precursor winds

(2014) Jose H. Groh   ASTRONOMY & ASTROPHYSICS

THE CATALINA SURVEYS PERIODIC VARIABLE STAR CATALOG

(2014) A. J. Drake et al.   ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES

A Wolf–Rayet-like progenitor of SN 2013cu from spectral observations of a stellar wind

(2014) Avishay Gal-Yam et al.   NATURE

EXPLORING THE VARIABLE SKY WITH LINEAR. III. CLASSIFICATION OF PERIODIC LIGHT CURVES

(2013) Lovro Palaversa et al.   ASTRONOMICAL JOURNAL

Astropy: A community Python package for astronomy

(2013) et al.   ASTRONOMY & ASTROPHYSICS

WHAT CAN WE LEARN FROM THE RISING LIGHT CURVES OF RADIOACTIVELY POWERED SUPERNOVAE?

(2013) Anthony L. Piro et al.   ASTROPHYSICAL JOURNAL

ON MACHINE-LEARNED CLASSIFICATION OF VARIABLE STARS WITH SPARSE AND NOISY TIME-SERIES DATA

(2011) Joseph W. Richards et al.   ASTROPHYSICAL JOURNAL

SHOCK BREAKOUT IN TYPE II PLATEAU SUPERNOVAE: PROSPECTS FOR HIGH-REDSHIFT SUPERNOVA SURVEYS

(2011) N. Tominaga et al.   ASTROPHYSICAL JOURNAL SUPPLEMENT SERIES

Supernovae from red supergiants with extensive mass loss

(2011) Takashi Moriya et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Supernova SN 2011fe from an exploding carbon–oxygen white dwarf star

(2011) Peter E. Nugent et al.   NATURE

SEEING THE COLLISION OF A SUPERNOVA WITH ITS COMPANION STAR

(2009) Daniel Kasen   ASTROPHYSICAL JOURNAL