Gaussian Process Methods for Very Large Astrometric Data Sets

Timothy Hapitas, Lawrence M. Widrow, Thavisha E. Dharmawardena +1

We present a novel non-parametric method for inferring smooth models of the mean velocity field and velocity dispersion tensor of the Milky Way from astrometric data. Our approach…