AstroAI Workshop 2026
Vaanya Ahuja
Predicting exoplanet radius based on host star orbital parame
Presenter: Vaanya Ahuja (MHS)
Title: Predicting exoplanet radius based on host star orbital parame
Date/Time: Monday, June 15, 4:00 PM - 5:30 PM
Abstract: Finding Exoplanets radius using hoststar parameters using ML.When combined with mass estimates, radius provides insight into planetary composition, atmospheric retention, and potential habitability. However, predicting planet size from stellar and orbital properties is difficult because these relationships are often nonlinear and complex. Machine learning can identify patterns in large exoplanet catalogs and test whether basic stellar and orbital parameters can predict planet radius. Hypothesis