BITS for GAPS: Bayesian Information-Theoretic Sampling for hierarchical GAussian Process Surrogates

Kyla D. Jones, Alexander W. Dowling

We introduce Bayesian Information-Theoretic Sampling for hierarchical GAussian Process Surrogates (BITS for GAPS), a framework enabling information-theoretic experimental design of…