Publications (17)
Photometric Supernova Classification With Machine Learning
Michelle Lochner, Jason D. McEwen, Hiranya V. Peiris +2
Deep Multi-object Spectroscopy to Enhance Dark Energy Science from LSST
Jeffrey A. Newman, Jonathan Blazek, Nora Elisa Chisari +14
Towards the Future of Supernova Cosmology
Michelle Lochner, Bruce A. Bassett, Melvin Varughese +4
Wide-field Multi-object Spectroscopy to Enhance Dark Energy Science from LSST
Rachel Mandelbaum, Jonathan Blazek, Nora Elisa Chisari +12
DeepSource: Point Source Detection using Deep Learning
A. Vafaei Sadr, Etienne. E. Vos, Bruce A. Bassett +3
Extending BEAMS to incorporate correlated systematic uncertainties
Michelle Lochner, Bruce A. Bassett, Melvin Varughese +4
Redshifts for galaxies in radio continuum surveys from Bayesian model fitting of HI 21-cm lines
Ian Harrison, Michelle Lochner, Michael L. Brown
Science-Driven Optimization of the LSST Observing Strategy
LSST Science Collaboration, Phil Marshall, Timo Anguita +102
zBEAMS: A unified solution for supernova cosmology with redshift uncertainties
Ethan Roberts, Michelle Lochner, José Fonseca +3
Optimizing the LSST Observing Strategy for Dark Energy Science: DESC Recommendations for the Wide-Fast-Deep Survey
Michelle Lochner, Daniel M. Scolnic, Humna Awan +33
The Photometric LSST Astronomical Time-series Classification Challenge (PLAsTiCC): Data set
The PLAsTiCC team, Tarek Allam, Anita Bahmanyar +23
Machine learning cosmological structure formation
Luisa Lucie-Smith, Hiranya V. Peiris, Andrew Pontzen +1
Bayesian Inference for Radio Observations
Michelle Lochner, Iniyan Natarajan, Jonathan T. L. Zwart +4
Bayesian Anomaly Detection and Classification
Ethan Roberts, Bruce A. Bassett, Michelle Lochner
Optimizing the LSST Observing Strategy for Dark Energy Science: DESC Recommendations for the Deep Drilling Fields and other Special Programs
Daniel M. Scolnic, Michelle Lochner, Phillipe Gris +21
MeerKLASS: MeerKAT Large Area Synoptic Survey
Mario G. Santos, Michelle Cluver, Matt Hilton +35
Machine Learning-based Brokers for Real-time Classification of the LSST Alert Stream
Gautham Narayan, Tayeb Zaidi, Monika D. Soraisam +20