Datasets & Archives
Kepler Objects of Interest (KOI)
The cumulative catalog of planet candidates from NASA's Kepler mission, vital for statistical studies of exoplanet populations.
TESS Objects of Interest (TOI)
A catalog of planet candidates from the TESS mission, focusing on identifying exoplanets around bright, nearby stars for follow-up studies.
K2 Planets and Candidates
Data from Kepler's second mission (K2), which expanded the search for exoplanets to different fields of view along the ecliptic plane.
Foundational Research
Exoplanet Detection Using ML
An overview of various machine learning techniques applied to photometric data for the automated detection and classification of exoplanets.
Assessment of Ensemble-Based ML
A comparative study evaluating the performance of Random Forest, Gradient Boosting, and other ensemble methods for identifying exoplanet signals.