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Big-Data-Analytics in Astronomy, Science, and Engineering
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Fink: Early supernovae Ia classification using active learning
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Astro-COLIBRI—The COincidence LIBrary for Real-time Inquiry for Multimessenger Astrophysics
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AT 2020iko: A WZ Sge-type Dwarf Nova Candidate with an Anomalous Precursor Event
Monika D. Soraisam, Sarah R. DeSantis, Chien-Hsiu Lee, Thomas Matheson, Gautham Narayan, Abhijit Saha, David J. Sand, Carl Stubens, Paula Szkody, Nicholas Wolf, Samuel D. Wyatt, Ryohei Hosokawa, Nobuyuki Kawai and Katsuhiro L. Murata The Astronomical Journal 161(1) 15 (2021) https://doi.org/10.3847/1538-3881/abc5af
fink, a new generation of broker for the LSST community
Anais Möller, Julien Peloton, Emille E O Ishida, et al. Monthly Notices of the Royal Astronomical Society 501(3) 3272 (2021) https://doi.org/10.1093/mnras/staa3602
Bright, Months-long Stellar Outbursts Announce the Explosion of Interaction-powered Supernovae
Nora L. Strotjohann, Eran O. Ofek, Avishay Gal-Yam, Rachel Bruch, Steve Schulze, Nir Shaviv, Jesper Sollerman, Alexei V. Filippenko, Ofer Yaron, Christoffer Fremling, Jakob Nordin, Erik C. Kool, Dan A. Perley, Anna Y. Q. Ho, Yi Yang, Yuhan Yao, Maayane T. Soumagnac, Melissa L. Graham, Cristina Barbarino, Leonardo Tartaglia, Kishalay De, Daniel A. Goldstein, David O. Cook, Thomas G. Brink, Kirsty Taggart, et al. The Astrophysical Journal 907(2) 99 (2021) https://doi.org/10.3847/1538-4357/abd032
Seventeen Tidal Disruption Events from the First Half of ZTF Survey Observations: Entering a New Era of Population Studies
Sjoert van Velzen, Suvi Gezari, Erica Hammerstein, Nathaniel Roth, Sara Frederick, Charlotte Ward, Tiara Hung, S. Bradley Cenko, Robert Stein, Daniel A. Perley, Kirsty Taggart, Ryan J. Foley, Jesper Sollerman, Nadejda Blagorodnova, Igor Andreoni, Eric C. Bellm, Valery Brinnel, Kishalay De, Richard Dekany, Michael Feeney, Christoffer Fremling, Matteo Giomi, V. Zach Golkhou, Matthew J. Graham, Anna. Y. Q. Ho, et al. The Astrophysical Journal 908(1) 4 (2021) https://doi.org/10.3847/1538-4357/abc258
AGNs on the Move: A Search for Off-nuclear AGNs from Recoiling Supermassive Black Holes and Ongoing Galaxy Mergers with the Zwicky Transient Facility
Charlotte Ward, Suvi Gezari, Sara Frederick, Erica Hammerstein, Peter Nugent, Sjoert van Velzen, Andrew Drake, Abigail García-Pérez, Immaculate Oyoo, Eric C. Bellm, Dmitry A. Duev, Matthew J. Graham, Mansi M. Kasliwal, Stephen Kaye, Ashish A. Mahabal, Frank J. Masci, Ben Rusholme, Maayane T. Soumagnac and Lin Yan The Astrophysical Journal 913(2) 102 (2021) https://doi.org/10.3847/1538-4357/abf246
AT 2018lqh and the Nature of the Emerging Population of Day-scale Duration Optical Transients
E. O. Ofek, S. M. Adams, E. Waxman, A. Sharon, D. Kushnir, A. Horesh, A. Ho, M. M. Kasliwal, O. Yaron, A. Gal-Yam, S. R. Kulkarni, E. Bellm, F. Masci, D. Shupe, R. Dekany, M. Graham, R. Riddle, D. Duev, I. Andreoni, A. Mahabal and A. Drake The Astrophysical Journal 922(2) 247 (2021) https://doi.org/10.3847/1538-4357/ac24fc
Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier
R. Carrasco-Davis, E. Reyes, C. Valenzuela, F. Förster, P. A. Estévez, G. Pignata, F. E. Bauer, I. Reyes, P. Sánchez-Sáez, G. Cabrera-Vives, S. Eyheramendy, M. Catelan, J. Arredondo, E. Castillo-Navarrete, D. Rodríguez-Mancini, D. Ruz-Mieres, A. Moya, L. Sabatini-Gacitúa, C. Sepúlveda-Cobo, A. A. Mahabal, J. Silva-Farfán, E. Camacho-Iñiguez and L. Galbany The Astronomical Journal 162(6) 231 (2021) https://doi.org/10.3847/1538-3881/ac0ef1
A tidal disruption event coincident with a high-energy neutrino
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Mouza Almualla, Shreya Anand, Michael W Coughlin, et al. Monthly Notices of the Royal Astronomical Society 504(2) 2822 (2021) https://doi.org/10.1093/mnras/stab1090
Multimodal Analysis of Gravitational Wave Signals and Gamma-Ray Bursts from Binary Neutron Star Mergers
SNIascore: Deep-learning Classification of Low-resolution Supernova Spectra
Christoffer Fremling, Xander J. Hall, Michael W. Coughlin, Aishwarya S. Dahiwale, Dmitry A. Duev, Matthew J. Graham, Mansi M. Kasliwal, Erik C. Kool, Ashish A. Mahabal, Adam A. Miller, James D. Neill, Daniel A. Perley, Mickael Rigault, Philippe Rosnet, Ben Rusholme, Yashvi Sharma, Kyung Min Shin, David L. Shupe, Jesper Sollerman, Richard S. Walters and S. R. Kulkarni The Astrophysical Journal Letters 917(1) L2 (2021) https://doi.org/10.3847/2041-8213/ac116f
The ANTARES Astronomical Time-domain Event Broker
Thomas Matheson, Carl Stubens, Nicholas Wolf, Chien-Hsiu 見修 Lee 李, Gautham Narayan, Abhijit Saha, Adam Scott, Monika Soraisam, Adam S. Bolton, Benjamin Hauger, David R. Silva, John Kececioglu, Carlos Scheidegger, Richard Snodgrass, Patrick D. Aleo, Eric Evans-Jacquez, Navdeep Singh, Zhe Wang, Shuo Yang and Zhenge Zhao The Astronomical Journal 161(3) 107 (2021) https://doi.org/10.3847/1538-3881/abd703
A Family Tree of Optical Transients from Narrow-line Seyfert 1 Galaxies
Sara Frederick, Suvi Gezari, Matthew J. Graham, Jesper Sollerman, Sjoert van Velzen, Daniel A. Perley, Daniel Stern, Charlotte Ward, Erica Hammerstein, Tiara Hung, Lin Yan, Igor Andreoni, Eric C. Bellm, Dmitry A. Duev, Marek Kowalski, Ashish A. Mahabal, Frank J. Masci, Michael Medford, Ben Rusholme, Roger Smith and Richard Walters The Astrophysical Journal 920(1) 56 (2021) https://doi.org/10.3847/1538-4357/ac110f
The Automatic Learning for the Rapid Classification of Events (ALeRCE) Alert Broker
F. Förster, G. Cabrera-Vives, E. Castillo-Navarrete, P. A. Estévez, P. Sánchez-Sáez, J. Arredondo, F. E. Bauer, R. Carrasco-Davis, M. Catelan, F. Elorrieta, S. Eyheramendy, P. Huijse, G. Pignata, E. Reyes, I. Reyes, D. Rodríguez-Mancini, D. Ruz-Mieres, C. Valenzuela, I. Álvarez-Maldonado, N. Astorga, J. Borissova, A. Clocchiatti, D. De Cicco, C. Donoso-Oliva, L. Hernández-García, et al. The Astronomical Journal 161(5) 242 (2021) https://doi.org/10.3847/1538-3881/abe9bc
Discovery and confirmation of the shortest gamma-ray burst from a collapsar
Kilonova Luminosity Function Constraints Based on Zwicky Transient Facility Searches for 13 Neutron Star Merger Triggers during O3
Mansi M. Kasliwal, Shreya Anand, Tomás Ahumada, Robert Stein, Ana Sagués Carracedo, Igor Andreoni, Michael W. Coughlin, Leo P. Singer, Erik C. Kool, Kishalay De, Harsh Kumar, Mouza AlMualla, Yuhan Yao, Mattia Bulla, Dougal Dobie, Simeon Reusch, Daniel A. Perley, S. Bradley Cenko, Varun Bhalerao, David L. Kaplan, Jesper Sollerman, Ariel Goobar, Christopher M. Copperwheat, Eric C. Bellm, G. C. Anupama, et al. The Astrophysical Journal 905(2) 145 (2020) https://doi.org/10.3847/1538-4357/abc335
Real-time, Value-driven Data Augmentation in the Era of LSST
Niharika Sravan, Dan Milisavljevic, Jack M. Reynolds, Geoffrey Lentner and Mark Linvill The Astrophysical Journal 893(2) 127 (2020) https://doi.org/10.3847/1538-4357/ab8128
The Zwicky Transient Facility Census of the Local Universe. I. Systematic Search for Calcium-rich Gap Transients Reveals Three Related Spectroscopic Subclasses
Kishalay De, Mansi M. Kasliwal, Anastasios Tzanidakis, U. Christoffer Fremling, Scott Adams, Robert Aloisi, Igor Andreoni, Ashot Bagdasaryan, Eric C. Bellm, Lars Bildsten, Christopher Cannella, David O. Cook, Alexandre Delacroix, Andrew Drake, Dmitry Duev, Alison Dugas, Sara Frederick, Avishay Gal-Yam, Daniel Goldstein, V. Zach Golkhou, Matthew J. Graham, David Hale, Matthew Hankins, George Helou, Anna Y. Q. Ho, et al. The Astrophysical Journal 905(1) 58 (2020) https://doi.org/10.3847/1538-4357/abb45c
Optical follow-up of the neutron star–black hole mergers S200105ae and S200115j
The Zwicky Transient Facility Bright Transient Survey. II. A Public Statistical Sample for Exploring Supernova Demographics*
Daniel A. Perley, Christoffer Fremling, Jesper Sollerman, Adam A. Miller, Aishwarya S. Dahiwale, Yashvi Sharma, Eric C. Bellm, Rahul Biswas, Thomas G. Brink, Rachel J. Bruch, Kishalay De, Richard Dekany, Andrew J. Drake, Dmitry A. Duev, Alexei V. Filippenko, Avishay Gal-Yam, Ariel Goobar, Matthew J. Graham, Melissa L. Graham, Anna Y. Q. Ho, Ido Irani, Mansi M. Kasliwal, Young-Lo Kim, S. R. Kulkarni, Ashish Mahabal, et al. The Astrophysical Journal 904(1) 35 (2020) https://doi.org/10.3847/1538-4357/abbd98