Bayesian Active Learning of Ion Loss-Cone Boundaries in Tokamaks

Omar E. Lopez, Minglei Yang, Mark Cianciosa +1

Loss-cone boundary determination in tokamaks is cast as an active learning problem in which a Bayesian logistic regression model with radial basis function features acts as the lea…