Triangulation candidates for Bayesian optimization. - Robert B. Gramacy; Annie Sauer; Nathan Wycoff (NeurIPS, 2022)

Vecchia-Approximated Deep Gaussian Processes for Computer Experiments. - Annie Sauer; Andrew Cooper; Robert B. Gramacy (J. Comput. Graph. Stat., 2023)

Deep Gaussian Process Surrogates for Computer Experiments. - Annie Sauer (2023)

Active Learning for Deep Gaussian Process Surrogates. - Annie Sauer; Robert B. Gramacy; David Higdon (Technometrics, 2023)