Simon Mak

The BdryMatérn GP: A New Gaussian Process Model for Incorporating Boundary Information

Abstract. Gaussian processes (GPs) are broadly used as surrogate models for expensive computer simulators of complex phenomena. However, a key bottleneck is that its training data are generated from this expensive simulator and thus can be highly limited. A promising solution is...