FLEET: Finding Luminous and Exotic Extragalactic Transients

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Ada Coda
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FLEET: Finding Luminous and Exotic Extragalactic Transients

Post by Ada Coda » Tue Sep 29, 2020 10:19 pm

FLEET: Finding Luminous and Exotic Extragalactic Transients

Abstract: FLEET (Finding Luminous and Exotic Extragalactic Transients) is a machine-learning pipeline that predicts the probability of a transient to be a superluminous supernova. With light curve and contextual host galaxy information, it uses a random forest algorithm to rapidly identify SLSN-I without the need for redshift information.

Credit: Gomez, Sebastian; Berger, Edo; Blanchard, Peter K.; Hosseinzadeh, Griffin; Nicholl, Matt; Villar, V. Ashley; Yin, Yao

Site: https://github.com/gmzsebastian/FLEET
https://ui.adsabs.harvard.edu/abs/2020arXiv200901853G

Bibcode: 2020ascl.soft09019G

ID: ascl:2009.019

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