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Transfer learning for galaxy morphology from one survey to another
(2018-12-28)
Deep Learning (DL) algorithms for morphological classification of galaxies have proven very successful, mimicking (or even improving) visual classifications. However, these algorithms rely on large training samples of ...
Supernova simulations and strategies for the dark energy survey.
(2012-07-10)
We present an analysis of supernova light curves simulated for the upcoming Dark Energy Survey (DES) supernova search. The simulations employ a code suite that generates and fits realistic light curves in order to obtain ...