2 papers
astro-ph.IM2018
JOVIAL: Notebook-based Astronomical Data Analysis in the Cloud
Mauricio Araya, Maximiliano Osorio, Matías Díaz +4
Performing astronomical data analysis using only personal computers is becoming impractical for the very large data sets produced nowadays. As analysis is not a task that can be au…
astro-ph.IM2018
Unsupervised Learning of Structure in Spectroscopic Cubes
Mauricio Araya, Marcelo Mendoza, Mauricio Solar +2
We consider the problem of analyzing the structure of spectroscopic cubes using unsupervised machine learning techniques. We propose representing the target's signal as a homogeneo…