Methods: Data Analysis

Conference paper Revista Mexicana de Astronomia y Astrofisica Conference Series Sep 2021

DECam-GROWTH Search for the Faint and Distant Binary Neutron Star and Neutron Star-Black Hole Mergers in O3a

S. Anand, I. Andreoni, D. A. Goldstein … J. S. Bloom … +9 moreShow fewer
S. Anand, I. Andreoni, D. A. Goldstein, M. M. Kasliwal, T. Ahumada, J. Barnes, J. S. Bloom, M. Bulla, S. B. Cenko, J. Cooke, M. W. Coughlin, P. E. Nugent, L. P. Singer
DOI arXiv
Journal article Monthly Notices of the Royal Astronomical Society Jul 2021

Classification of periodic variable stars with novel cyclic-permutation invariant neural networks

Keming Zhang, Joshua S. Bloom
DOI arXiv
Journal article Monthly Notices of the Royal Astronomical Society Aug 2020

deepSIP: linking Type Ia supernova spectra to photometric quantities with deep learning

Benjamin E. Stahl, Jorge Martı́nez-Palomera, WeiKang Zheng, Thomas de Jaeger, Alexei V. Filippenko, Joshua S. Bloom
DOI
Journal article Monthly Notices of the Royal Astronomical Society Jun 2019

The volumetric rate of normal type Ia supernovae in the local Universe discovered by the Palomar Transient Factory

C. Frohmaier, M. Sullivan, P. E. Nugent … J. S. Bloom … +9 moreShow fewer
C. Frohmaier, M. Sullivan, P. E. Nugent, M. Smith, G. Dimitriadis, J. S. Bloom, S. B. Cenko, M. M. Kasliwal, S. R. Kulkarni, K. Maguire, E. O. Ofek, D. Poznanski, R. M. Quimby
DOI
Journal article Astrophysical Journal Mar 2019

Mapping the Interstellar Reddening and Extinction toward Baadetextquoterights Window Using Minimum Light Colors of ab-type RR Lyrae Stars: Revelations from the De-reddened Color-Magnitude Diagrams

Abhijit Saha, A. Katherina Vivas, Edward W. Olszewski … Joshua S. Bloom … +20 moreShow fewer
Abhijit Saha, A. Katherina Vivas, Edward W. Olszewski, Verne Smith, Knut Olsen, Robert Blum, Francisco Valdes, Jenna Claver, Annalisa Calamida, Alistair R. Walker, Thomas Matheson, Gautham Narayan, Monika Soraisam, Katia Cunha, T. Axelrod, Joshua S. Bloom, S. Bradley Cenko, Brenda Frye, Mario Juric, Catherine Kaleida, Andrea Kunder, Adam Miller, David Nidever, Stephen Ridgway
DOI
Journal article Astrophysical Journal Jan 2015

A Machine-learning Method to Infer Fundamental Stellar Parameters from Photometric Light Curves

A. A. Miller, J. S. Bloom, J. W. Richards … +6 moreShow fewer
A. A. Miller, J. S. Bloom, J. W. Richards, Y. S. Lee, D. L. Starr, N. R. Butler, S. Tokarz, N. Smith, J. A. Eisner
DOI
Journal article Monthly Notices of the Royal Astronomical Society Oct 2013

Using machine learning for discovery in synoptic survey imaging data

Henrik Brink, Joseph W. Richards, Dovi Poznanski, Joshua S. Bloom, John Rice, Sahand Negahban, Martin Wainwright
DOI
Journal article Astrophysical Journal Supp. Jun 2013

Millions of Multiples: Detecting and Characterizing Close-separation Binary Systems in Synoptic Sky Surveys

Emil Terziev, Nicholas M. Law, Iair Arcavi … Joshua S. Bloom … +15 moreShow fewer
Emil Terziev, Nicholas M. Law, Iair Arcavi, Christoph Baranec, Joshua S. Bloom, Khanh Bui, Mahesh P. Burse, Pravin Chorida, H. K. Das, Richard G. Dekany, Adam L. Kraus, S. R. Kulkarni, Peter Nugent, Eran O. Ofek, Sujit Punnadi, A. N. Ramaprakash, Reed Riddle, Mark Sullivan, Shriharsh P. Tendulkar
DOI
Journal article Astrophysical Journal Supp. Dec 2012

Construction of a Calibrated Probabilistic Classification Catalog: Application to 50k Variable Sources in the All-Sky Automated Survey

Joseph W. Richards, Dan L. Starr, Adam A. Miller, Joshua S. Bloom, Nathaniel R. Butler, Henrik Brink, Arien Crellin-Quick
DOI
Journal article Astrophysical Journal Oct 2012

Three New Eclipsing White-dwarf-M-dwarf Binaries Discovered in a Search for Transiting Planets around M-dwarfs

Nicholas M. Law, Adam L. Kraus, Rachel Street … Joshua S. Bloom … +23 moreShow fewer
Nicholas M. Law, Adam L. Kraus, Rachel Street, Benjamin J. Fulton, Lynne A. Hillenbrand, Avi Shporer, Tim Lister, Christoph Baranec, Joshua S. Bloom, Khanh Bui, Mahesh P. Burse, S. Bradley Cenko, H. K. Das, Jack. T. C. Davis, Richard G. Dekany, Alexei V. Filippenko, Mansi M. Kasliwal, S. R. Kulkarni, Peter Nugent, Eran O. Ofek, Dovi Poznanski, Robert M. Quimby, A. N. Ramaprakash, Reed Riddle, Jeffrey M. Silverman, Suresh Sivanandam, Shriharsh P. Tendulkar
DOI