An increasing number of time-consuming simulators exhibit a complex noise structure that depends on the inputs. For conducting studies with limited budgets evaluations, new surrogate methods are required in order to simultaneously model mean and variance fields. To this end, we present hetGP package, implementing many recent advances Gaussian process modeling input-dependent noise. First, descr...
