publications

group publications

2021

  1. A deep-learning approach for live anomaly detection of extragalactic transients
    V Ashley Villar, Miles Cranmer, Edo Berger, and 4 more authors
    The Astrophysical Journal Supplement Series, 2021

2020

  1. SuperRAENN: A Semisupervised Supernova Photometric Classification Pipeline Trained on Pan-STARRS1 Medium-Deep Survey Supernovae
    V Ashley Villar, Griffin Hosseinzadeh, Edo Berger, and 8 more authors
    The Astrophysical Journal, 2020
  2. Anomaly detection for multivariate time series of exotic supernovae
    V Ashley Villar, Miles Cranmer, Gabriella Contardo, and 2 more authors
    arXiv preprint arXiv:2010.11194, 2020

2019

  1. Supernova Photometric Classification Pipelines Trained on Spectroscopically Classified Supernovae from the Pan-STARRS1 Medium-deep Survey
    VA Villar, E Berger, G Miller, and 8 more authors
    The Astrophysical Journal, 2019
  2. SNIF: The SuperNova Interactive Fitter
    Leilani Baker, Sophia Green, and V Ashley Villar
    arXiv preprint arXiv:1909.09022, 2019

2018

  1. Spitzer space telescope infrared observations of the binary neutron star merger GW170817
    VA Villar, PS Cowperthwaite, E Berger, and 8 more authors
    The Astrophysical Journal Letters, 2018
  2. Superluminous Supernovae in LSST: Rates, Detection Metrics, and Light-curve Modeling
    V Ashley Villar, Matt Nicholl, and Edo Berger
    The Astrophysical Journal, 2018

2017

  1. The combined ultraviolet, optical, and near-infrared light curves of the kilonova associated with the binary neutron star merger GW170817: unified data set, analytic models, and physical implications
    V Ashley Villar, James Guillochon, Edo Berger, and 8 more authors
    The Astrophysical Journal Letters, 2017

2016

  1. The intermediate luminosity optical transient sn 2010da: The progenitor, eruption, and aftermath of a peculiar supergiant high-mass x-ray binary
    Victoria Ashley Villar, Edo Berger, Ryan Chornock, and 7 more authors
    The Astrophysical Journal, 2016