Estimating Orbital Parameters of Direct Imaging Exoplanet Using Neural Network

Bo Liang, Hanlin Song, Chang Liu +9

In this work, we propose a flow-matching Markov chain Monte Carlo (FM-MCMC) algorithm for estimating the orbital parameters of exoplanetary systems, especially for those only one e…