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dc.contributor.authorSrava, Niharika-
dc.contributor.authorMilisavljevic, Dan-
dc.contributor.authorSubrayan, Bhagya-
dc.contributor.authorWeil, Kathryn-
dc.contributor.authorLentner, Geoffrey-
dc.contributor.authorLinvill, Marie Louise-
dc.contributor.authorBanovetz, John-
dc.contributor.authorReynolds, Jamie D.-
dc.contributor.authorWright, Aidan K.-
dc.contributor.authorAndrews, Michael-
dc.contributor.authorMarkey, Carleen-
dc.contributor.authorEarnhardt, Allison N.-
dc.contributor.authorLee, R.-
dc.contributor.authorTownsend, Jonathan P-
dc.contributor.authorDickinson, Daniel J.-
dc.contributor.authorParker, Stephanie-
dc.contributor.authorMargutti, Raffaella-
dc.contributor.authorChornock, Ryan-
dc.contributor.authorMoriya, Takashi-
dc.contributor.authorBersten, Melina-
dc.contributor.authorOrellana, Mariana Dominga-
dc.date.accessioned2022-03-21T12:46:22Z-
dc.date.available2022-03-21T12:46:22Z-
dc.date.issued2021-01-
dc.identifier.otherhttps://baas.aas.org/pub/2021n1i211p05/release/1es_ES
dc.identifier.otherhttps://ui.adsabs.harvard.edu/abs/2021AAS...23721105S/abstractes_ES
dc.identifier.urihttp://rid.unrn.edu.ar/handle/20.500.12049/8459-
dc.language.isoenes_ES
dc.relation.urihttps://baas.aas.org/es_ES
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/4.0/-
dc.titleAutonomous real-time science-driven follow-up in the era of LSSTes_ES
dc.typeObjeto de conferenciaes_ES
dc.rights.licenseCreative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-ND 4.0)-
dc.description.filiationFil: Orellana, Mariana. Universidad Nacional de Río Negro. Sede Andina; Argentina.es_ES
dc.description.filiationFil: Orellana, Mariana. CONICET; Argentina.es_ES
dc.description.filiationFil: Moriya, Takashi. Division of Theoretical Astronomy, National Astronomical Observatory of Japan, National Institutes of Natural Sciences; Japanes_ES
dc.description.filiationFil: Bersten, Melina. CONICETes_ES
dc.description.filiationFil: Bersten, Melina. Instituto de Astrofísica de La Plata, CONICET-UNLP; Argentina.es_ES
dc.description.filiationFil: Sravan, N. Physics and Astronomy, Purdue University, West Lafayette, IN.es_ES
dc.description.filiationFil: Milisavljevic, D. Physics and Astronomy, Purdue University, West Lafayette, IN.es_ES
dc.description.filiationFil: Subrayan, B. Physics and Astronomy, Purdue University, West Lafayette, IN.es_ES
dc.description.filiationFil: Weil, K. Physics and Astronomy, Purdue University, West Lafayette, IN.es_ES
dc.description.filiationFil: Lentner, G. Physics and Astronomy, Purdue University, West Lafayette, IN.es_ES
dc.description.filiationFil: Linvill, M. Physics and Astronomy, Purdue University, West Lafayette, IN.es_ES
dc.description.filiationFil: Banovetz, J. Physics and Astronomy, Purdue University, West Lafayette, IN.es_ES
dc.description.filiationFil: Reynolds, J. Physics and Astronomy, Purdue University, West Lafayette, IN.es_ES
dc.description.filiationFil: Wright, A. Physics and Astronomy, Purdue University, West Lafayette, IN.es_ES
dc.description.filiationFil: Andrews, M. Physics and Astronomy, Purdue University, West Lafayette, IN.es_ES
dc.description.filiationFil: Markey, C. Physics and Astronomy, Purdue University, West Lafayette, IN.es_ES
dc.description.filiationFil: Earnhardt, A. Physics and Astronomy, Purdue University, West Lafayette, IN.es_ES
dc.description.filiationFil: Lee, R. Physics and Astronomy, Purdue University, West Lafayette, IN.es_ES
dc.description.filiationFil: Townsend, J. Physics and Astronomy, Purdue University, West Lafayette, IN.es_ES
dc.description.filiationFil: Dickinson, D. University of Arizona, Tucson, AZ.es_ES
dc.description.filiationFil: Parker, S. Parkdale Observatory, Oxford, New Zealand.es_ES
dc.description.filiationFil: Margutti, R. Northwestern University, Evanston, IL.es_ES
dc.description.filiationFil: Chornock, R. Northwestern University, Evanston, IL.es_ES
dc.subject.keywordtime-domain surveyses_ES
dc.subject.keywordsupernovaees_ES
dc.type.versioninfo:eu-repo/semantics/publishedVersiones_ES
dc.subject.materiaAstronomíaes_ES
dc.subject.materiaCiencias de la Computación e Informaciónes_ES
dc.origin.lugarDesarrolloAmerican Astronomical Societyes_ES
dc.description.resumenThe deluge of data from time-domain surveys is rendering traditional human-guided data collection and inference techniques impractical. In order to maximize the science potential of surveys and follow-up resources, autonomous systems reacting in real-time to maximize diverse science goals are needed. We designate the class of systems that strategize and coordinate value-driven follow-up in real-time ORACLEs (Object Recommender for Augmentation and Coordinating Liaison Engine) and demonstrate key underlying principles in a prototype ORACLE called Recommender Engine For Intelligent Transient Tracking (REFITT). REFITT is an autonomous real-time decision support and resource allocation system that ingests live alerts from surveys and value-added inputs from data brokers, and using machine-learning based predictive modeling for sparse multi-channel time-series strategizes, optimal follow-up using value-based metrics. We validate the performance of REFITT given simulated core-collapse supernova light-curves from the Rubin Observatory Legacy Survey of Space and Time, and value-added inputs from data brokers. We suggest that ORACLEs like REFITT are an essential component in the broader software infrastructure necessary to support survey science.es_ES
dc.relation.journalTitleBulletin of the AASes_ES
dc.type.subtypeResumenes_ES
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