Hunting Planets Using Machine Learning

Motivation

Gas kinematics reveals still-forming planets in images of disks through features called kinks.

Basic Idea

Terry et al. 2022¹ use latin hypercube to distribute randomly-spaced data points evenly across the whole parameter space.

References

1. Locating Hidden Exoplanets in ALMA Data Using Machine Learning: https://iopscience.iop.org/article/10.3847/1538-4357/aca477 ↩