Fast multitask Gaussian processes, with application to surrogate modeling of the quark-gluon plasma

Aleksei G. Sorokin, Pieterjan Robbe, Yen-Chun Liu +2

Gaussian processes (GPs) are broadly used for the surrogate modeling of computer experiments with reliable uncertainty quantification. Our motivating application comes from the stu…