When is multivariate kriging worthwhile? A design-geometry analysis of heterotopic multi-output Gaussian processes

Zexun Chen, Jun Fan, Kuo Wang

Simulation experiments, multi-fidelity computer models and monitoring networks often produce several related outputs observed at different input locations, a sampling pattern known…