Estimating Galaxy Parameters with Self-Organizing Maps and the Effect of Missing Data

Valentina La Torre, Anna Sajina, Andy D. Goulding +4

The current and upcoming large data volume galaxy surveys require the use of machine learning techniques to maximize their scientific return. This study explores the use of Self-Or…