A Bayesian neural network approach to Multi-fidelity surrogate modelling

Baptiste Kerleguer, Claire Cannamela, Josselin Garnier

This paper deals with surrogate modelling of a computer code output in a hierarchical multi-fidelity context, i.e., when the output can be evaluated at different levels of accuracy…