2 papers
astro-ph.IM2018
A Novel Exoplanetary Habitability Score via Particle Swarm Optimization of CES Production Functions
Abhijit Theophilus, Snehanshu Saha, Suryoday Basak +1
The search for life has two goals essentially: looking for planets with Earth-like conditions (Earth similarity) and looking for the possibility of life in some form (habitability)…
astro-ph.IM2018
Habitability Classification of Exoplanets: A Machine Learning Insight
Suryoday Basak, Surbhi Agrawal, Snehanshu Saha +4
We explore the efficacy of machine learning (ML) in characterizing exoplanets into different classes. The source of the data used in this work is University of Puerto Rico's Planet…