RAPID: Early Classification of Explosive Transients Using Deep Learning

PELICAN: deeP architecturE for the LIght Curve ANalysis

(2019) J. Pasquet Itam et al.   ASTRONOMY & ASTROPHYSICS

ATLAS: A High-cadence All-sky Survey System

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

Recurrent Neural Networks for Multivariate Time Series with Missing Values

(2018) Zhengping Che et al.   Scientific Reports

Optimizing spectroscopic follow-up strategies for supernova photometric classification with active learning

(2018) E E O Ishida et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Deep multi-survey classification of variable stars

(2018) C Aguirre et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Kilonovae

(2017) Brian D. Metzger   Living Reviews in Relativity

STACCATO: a novel solution to supernova photometric classification with biased training sets

(2017) E. A. Revsbech et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

An intermediate luminosity optical transient (ILOTs) model for the young stellar object ASASSN-15qi

(2017) Amit Kashi et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Origin of the heavy elements in binary neutron-star mergers from a gravitational-wave event

(2017) Daniel Kasen et al.   NATURE

Optical emission from a kilonova following a gravitational-wave-detected neutron-star merger

(2017) Iair Arcavi et al.   NATURE

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

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

Swope Supernova Survey 2017a (SSS17a), the optical counterpart to a gravitational wave source

(2017) D. A. Coulter et al.   SCIENCE

A recurrent neural network for classification of unevenly sampled variable stars

(2017) Brett Naul et al.   Nature Astronomy

Photometric classification of type Ia supernovae in the SuperNova Legacy Survey with supervised learning

(2016) A. Möller et al.   JOURNAL OF COSMOLOGY AND ASTROPARTICLE PHYSICS

The Dark Energy Survey: more than dark energy – an overview

(2016)   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Calcium-rich gap transients: tidal detonations of white dwarfs?

(2015) P. H. Sell et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

sidra: a blind algorithm for signal detection in photometric surveys

(2015) D. Mislis et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Astropy: A community Python package for astronomy

(2013) et al.   ASTRONOMY & ASTROPHYSICS

CLASSIFYING SUPERNOVAE USING ONLY GALAXY DATA

(2013) Ryan J. Foley et al.   ASTROPHYSICAL JOURNAL

TESTING MODELS OF INTRINSIC BRIGHTNESS VARIATIONS IN TYPE Ia SUPERNOVAE AND THEIR IMPACT ON MEASURING COSMOLOGICAL PARAMETERS

(2013) Richard Kessler et al.   ASTROPHYSICAL JOURNAL

TYPE Iax SUPERNOVAE: A NEW CLASS OF STELLAR EXPLOSION

(2013) Ryan J. Foley et al.   ASTROPHYSICAL JOURNAL

A simple and robust method for automated photometric classification of supernovae using neural networks

(2013) N. V. Karpenka et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Kernel PCA for Type Ia supernovae photometric classification

(2013) E. E. O. Ishida et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

emcee: The MCMC Hammer

(2013) Daniel Foreman-Mackey et al.   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC

CALCIUM-RICH GAP TRANSIENTS IN THE REMOTE OUTSKIRTS OF GALAXIES

(2012) Mansi M. Kasliwal et al.   ASTROPHYSICAL JOURNAL

Berkeley Supernova Ia Program - I. Observations, data reduction and spectroscopic sample of 582 low-redshift Type Ia supernovae

(2012) Jeffrey M. Silverman 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

PHOTOMETRIC TYPE Ia SUPERNOVA CANDIDATES FROM THE THREE-YEAR SDSS-II SN SURVEY DATA

(2011) Masao Sako et al.   ASTROPHYSICAL JOURNAL

PAIR INSTABILITY SUPERNOVAE: LIGHT CURVES, SPECTRA, AND SHOCK BREAKOUT

(2011) Daniel Kasen et al.   ASTROPHYSICAL JOURNAL

The NumPy Array: A Structure for Efficient Numerical Computation

(2011) Stéfan van der Walt et al.   COMPUTING IN SCIENCE & ENGINEERING

Statistical classification techniques for photometric supernova typing

(2011) J. Newling et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Semi-supervised learning for photometric supernova classification★

(2011) Joseph W. Richards et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

The Supernova Legacy Survey 3-year sample: Type Ia supernovae photometric distances and cosmological constraints

(2010) J. Guy et al.   ASTRONOMY & ASTROPHYSICS

SUPERNOVA LIGHT CURVES POWERED BY YOUNG MAGNETARS

(2010) Daniel Kasen et al.   ASTROPHYSICAL JOURNAL

THERMONUCLEAR .Ia SUPERNOVAE FROM HELIUM SHELL DETONATIONS: EXPLOSION MODELS AND OBSERVABLES

(2010) Ken J. Shen et al.   ASTROPHYSICAL JOURNAL

Results from the Supernova Photometric Classification Challenge

(2010) Richard Kessler et al.   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC

AN INTERMEDIATE LUMINOSITY TRANSIENT IN NGC 300: THE ERUPTION OF A DUST-ENSHROUDED MASSIVE STAR

(2009) E. Berger et al.   ASTROPHYSICAL JOURNAL

Exploring the Optical Transient Sky with the Palomar Transient Factory

(2009) Arne Rau et al.   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC

SNANA: A Public Software Package for Supernova Analysis

(2009) Richard Kessler et al.   PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC