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The Legacy Survey of Space and Time (LSST) at the Vera C. Rubin Observatory will discover tens of thousands of extragalactic transients each night. The high volume of alerts demands immediate classification of transient types in order to…

Astrophysics of Galaxies · Physics 2023-01-11 Marina Kisley , Yu-Jing Qin , Ann Zabludoff , Kobus Barnard , Chia-Lin Ko

Future surveys such as the Legacy Survey of Space and Time (LSST) of the Vera C. Rubin Observatory will observe an order of magnitude more astrophysical transient events than any previous survey before. With this deluge of photometric data,…

Instrumentation and Methods for Astrophysics · Physics 2023-10-06 Tarek Allam , Jason D. McEwen

There is a shortage of multi-wavelength and spectroscopic followup capabilities given the number of transient and variable astrophysical events discovered through wide-field, optical surveys such as the upcoming Vera C. Rubin Observatory.…

High Energy Astrophysical Phenomena · Physics 2021-08-18 V. Ashley Villar , Miles Cranmer , Edo Berger , Gabriella Contardo , Shirley Ho , Griffin Hosseinzadeh , Joshua Yao-Yu Lin

With the upcoming Vera C.~Rubin Observatory Legacy Survey of Space and Time (LSST), it is expected that only $\sim 0.1\%$ of all transients will be classified spectroscopically. To conduct studies of rare transients, such as Type I…

High Energy Astrophysical Phenomena · Physics 2023-07-18 Brian Hsu , Griffin Hosseinzadeh , V. Ashley Villar , Edo Berger

The upcoming Vera C. Rubin Observatory Legacy Survey of Space and Time (LSST) will enable astronomers to discover rare and distant astrophysical transients. Host-galaxy association is crucial for selecting the most scientifically…

Instrumentation and Methods for Astrophysics · Physics 2025-12-01 Josh G. Weston , David R. Young , Stephen J. Smartt , Matt Nicholl , Matt J. Jarvis , I. H. Whittam

We present Rubin Data Preview 1 DP1, the first data from the NSF DOE Vera C Rubin Observatory, comprising raw and calibrated single epoch images, coadds, difference images, detection catalogs, and ancillary data products. DP1 is based on…

Instrumentation and Methods for Astrophysics · Physics 2026-03-26 Vera C Rubin Observatory Team , Tatiana Acero Cuellar , Emily Acosta , Christina L Adair , Prakruth Adari , Jennifer K Adelman McCarthy , Anastasia Alexov , Russ Allbery , Robyn Allsman , Yusra AlSayyad , Jhonatan Amado , Nathan Amouroux , Pierre Antilogus , Alexis Aracena Alcayaga , Gonzalo Aravena Rojas , Claudio H Araya Cortes , Eric Aubourg , Tim S Axelrod , John Banovetz , Carlos Barria , Amanda E Bauer , Brian J Bauman , Ellen Bechtol , Keith Bechtol , Andrew C Becker , Valerie R Becker , Mark G Beckett , Eric C Bellm , Pedro H Bernardinelli , Federica Bettina Bianco , Robert D Blum , Joanne Bogart , Adam Bolton , Michael T Booth , James F Bosch , Alexandre Boucaud , Dominique Boutigny , Robert A Bovill , Andrew Bradshaw , Johan Bregeon , Massimo Brescia , Brian J Brondel , Alexander Broughton , Audrey Budlong , Dimitri Buffat , Rodolfo Canestrari , Neven Caplar , Jeffrey L Carlin , Ross Ceballo , Colin Orion Chandler , Chihway Chang , Glenaver Charles Emerson , Hsin Fang Chiang , James Chiang , Yumi Choi , Eric J Christensen , Charles F Claver , Andy W Clements , Joseph J Cockrum , Johann Cohen Tanugi , Franco Colleoni , Celine Combet , Andrew J Connolly , Julio Eduardo Constanzo Cordova , Hans E Contreras , John Franklin Crenshaw , Sylvie Dagoret Campagne , Scott F Daniel , Felipe Daruich , Guillaume Daubard , Greg Daues , Erik Dennihy , Stephanie J H Deppe , Seth W Digel , Peter E Doherty , Cyrille Doux , Alex Drlica Wagner , Gregory P Dubois Felsmann , Frossie Economou , Orion Eiger , Lukas Eisert , Alan M Eisner , Anthony Englert , Baden Erb , Juan A Fabrega , Parker Fagrelius , Kevin Fanning , Angelo Fausti Neto , Peter S Ferguson , Agnes Ferte , Krzysztof Findeisen , Merlin Fisher Levine , Gloria Fonseca Alvarez , Michael D Foss , Dominique Fouchez , Dan C Fuchs , Shenming Fu , Emmanuel Gangler , Igor Gaponenko , Julen Garcia , John H Gates , Ranpal K Gill , Enrico Giro , Thomas Glanzman , Robinson Godoy , Iain Goodenow , Miranda R Gorsuch , Michelle Gower , Melissa L Graham , Mikael Granvik , Sarah Greenstreet , Wen Guan , Thibault Guillemin , Leanne P Guy , Diane Hascall , Patrick A Hascall , Aren Nathaniel Heinze , Fabio Hernandez , Kenneth Herner , Ardis Herrold , Clare R Higgs , Joshua Hoblitt , Erin Leigh Howard , Minhee Hyun , Amanda Ibsen , Patrick Ingraham , David H Irving , Zeljko Ivezic , Suzanne H Jacoby , Buell T Jannuzi , Sreevani Jarugula , M James Jee , Tim Jenness , Toby C Jennings , Andrea Jeremie , Garrett Jernigan , David Jimenez Mejias , Anthony S Johnson , R Lynne Jones , Roger William Lewis Jones , Claire Juramy Gilles , Mario Juric , Steven M Kahn , J Bryce Kalmbach , Yijung Kang , Arun Kannawadi , Jeffrey P Kantor , Edward Karavakis , Kshitija Kelkar , Lee S Kelvin , Scot J Kleinman , Ivan V Kotov , Gabor Kovacs , Mikolaj Kowalik , Victor L Krabbendam , K Simon Krughoff , Petr Kubanek , Jacob A Kurlander , Mile Kusulja , Craig S Lage , Paulo J A Lago , Katherine Laliotis , Travis Lange , Didier Laporte , Ryan M Lau , Juan Carlos Lazarte , Quentin Le Boulch , Pierre Francois Leget , Laurent Le Guillou , Benjamin Levine , Ming Liang , Shuang Liang , Kian Tat Lim , Anja von der Linden , Huan Lin , Margaux Lopez , Juan J Lopez Toro , Peter Love , Robert H Lupton , Nate B Lust , Lauren A MacArthur , Sean Patrick MacBride , Greg M Madejski , Gabriele Mainetti , Steven J Margheim , Thomas W Markiewicz , Phil Marshall , Stuart Marshall , Guido Maulen , Sidney Mau , Morgan May , Jeremy McCormick , David McKay , Robert McKercher , Guillem Megias Homar , Aaron M Meisner , Felipe Menanteau , Heather R Mentzer , Kristen Metzger , Joshua E Meyers , Michelle Miller , David J Mills , Joachim Moeyens , Marc Moniez , Fred E Moolekamp , C A L Morales Marin , Fritz Mueller , James R Mullaney , Freddy Munoz Arancibia , Kate Napier , Homer Neal , Eric H Neilsen , Jeremy Neveu , Timothy Noble , Erfan Nourbakhsh , Knut Olsen , William OMullane , Dmitry Onoprienko , Marco Oriunno , Shawn Osier , Russell E Owen , Aashay Pai , John K Parejko , Hye Yun Park , James B Parsons , Maria T Patterson , Marina S Pavlovic , Karla Pena Ramirez , John R Peterson , Stephen R Pietrowicz , Andres A Plazas Malagon , Rebekah Polen , Hannah Mary Margaret Pollek , Paul A Price , Bruno C Quint , Jose Miguel Quintero Marin , Markus Rabus , Benjamin Racine , Veljko Radeka , Manon Ramel , Arianna Ranabhat , Andrew P Rasmussen , David A Rathfelder , Meredith L Rawls , Sophie L Reed , Kevin A Reil , David J Reiss , Michael A Reuter , Tiago Ribeiro , Mickael Rigault , Vincent J Riot , Steven M Ritz , Mario F Rivera Rivera , Brant E Robertson , William Roby , Gabriele Rodeghiero , Aaron Roodman , Luca Rosignoli , Cecile Roucelle , Matthew R Rumore , Stefano Russo , Eli S Rykoff , Andrei Salnikov , Bruno O Sanchez , David Sanmartim , Clare Saunders , Rafe H Schindler , Samuel J Schmidt , Jacques Sebag , Nima Sedaghat , Brian Selvy , Edgard Esteban Sepulveda Valenzuela , Gonzalo Seriche , Jacqueline C Seron Navarrete , Ignacio Sevilla Noarbe , Alysha B Shugart , Jonathan Sick , Cristian Silva , Mathew C Sims , Jaladh Singhal , Kevin Benjamin Siruno , Colin T Slater , Brianna M Smart , Adam Snyder , Christine Soldahl , Ioana Sotuela Elorriaga , Brian Stalder , Hernan Stockebrand , Alan L Strauss , Michael A Strauss , Krzysztof Suberlak , Ian S Sullivan , John D Swinbank , Diego Tapia , Alessio Taranto , Dan S Taranu , John Gregg Thayer , Sandrine Thomas , Adam J Thornton , Roberto Tighe , Laura Toribio San Cipriano , Te Wei Tsai , Douglas L Tucker , Max Turri , J Anthony Tyson , Elana K Urbach , Yousuke Utsumi , Brian Van Klaveren , Wouter van Reeven , Peter Anthony Vaucher , Paulina Venegas , Aprajita Verma , Antonia Sierra Villarreal , Stelios Voutsinas , Christopher W Walter , Yuankun David Wang , Christopher Z Waters , Christina C Williams , Beth Willman , Matthias Wittgen , W M Wood Vasey , Wei Yang , Zhaoyu Yang , Brian P Yanny , Peter Yoachim , Tianqing Zhang , Conghao Zhou , Danica Zilkova

There are currently many large-field surveys operational and planned including the powerful Vera C. Rubin Observatory Legacy Survey of Space and Time. These surveys will increase the number and diversity of transients dramatically. However,…

The development of the observing strategy for the Vera C. Rubin Observatory Legacy Survey of Space and Time (LSST) requires a broad optimization across science cases inside and outside of time-domain astronomy. We introduce a novel metric…

Instrumentation and Methods for Astrophysics · Physics 2026-04-16 Yu-Qian , Ouyang , Alex I. Malz , Ming Lian , Shar Daniels , Federica Bianco , Mathilda Nilsson

Next-generation surveys like the Legacy Survey of Space and Time (LSST) on the Vera C. Rubin Observatory will generate orders of magnitude more discoveries of transients and variable stars than previous surveys. To prepare for this data…

The Vera C. Rubin Observatory's Legacy Survey of Space and Time (LSST) promises to drastically accelerate the discovery of ultracool dwarfs (UCDs) over the course of its 10-year survey of the Southern Hemisphere. With the official start of…

Current and future optical and near-infrared wide-field surveys have the potential of finding kilonovae, the optical and infrared counterparts to neutron star mergers, independently of gravitational-wave or high-energy gamma-ray burst…

Astronomy has entered the multi-messenger data era and Machine Learning has found widespread use in a large variety of applications. The exploitation of synoptic (multi-band and multi-epoch) surveys, like LSST (Legacy Survey of Space and…

Instrumentation and Methods for Astrophysics · Physics 2021-05-12 M. Vicedomini , M. Brescia , S. Cavuoti , G. Longo , G. Riccio

The Vera C. Rubin Observatory's 10-Year Legacy Survey of Space and Time (LSST) is expected to produce a hundredfold increase in the number of transients we observe. However, there are insufficient spectroscopic resources to follow up on all…

The Vera Rubin Observatory's Legacy Survey of Space and Time (LSST) is expected to revolutionize time-domain optical astronomy as we know it. With its unprecedented depth, the LSST will survey the southern hemisphere sky, generating nearly…

High Energy Astrophysical Phenomena · Physics 2025-06-05 Andrea Simongini , F. Ragosta , I. Di Palma , S. Piranomonte

The upcoming Vera C. Rubin Observatory's Legacy Survey of Space and Time (LSST) is expected to discover nearly a million Type Ia supernovae (SNeIa), offering an unprecedented opportunity to constrain dark energy. The vast majority of these…

The Vera C. Rubin Observatory will increase the number of observed supernovae (SNe) by an order of magnitude; however, it is impossible to spectroscopically confirm the class for all the SNe discovered. Thus, photometric classification is…

Instrumentation and Methods for Astrophysics · Physics 2022-01-21 Catarina S. Alves , Hiranya V. Peiris , Michelle Lochner , Jason D. McEwen , Tarek Allam , Rahul Biswas

Future time-domain surveys for transient events in the near- and mid-infrared bands will significantly extend our understanding about the physics of the early Universe. In this paper we study the implications of a deep (~27 mag), long-term…

High Energy Astrophysical Phenomena · Physics 2019-04-10 Eniko Regos , Jozsef Vinko

Perhaps the most exciting promise of the Rubin Observatory Legacy Survey of Space and Time (LSST) is its capability to discover phenomena never before seen or predicted from theory: true astrophysical novelties, but the ability of LSST to…

Instrumentation and Methods for Astrophysics · Physics 2022-01-05 Xiaolong Li , Fabio Ragosta , William I. Clarkson , Federica B. Bianco
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