Bayesian estimation of optical constants using mixtures of Gaussian process experts

Teemu Härkönen, Hui Chen, Erik Vartiainen

We propose modeling absorption spectrum measurements as mixtures of Gaussian process experts. This enables us to construct a flexible statistical model for interpolating and extrap…