2 papers
stat.AP2022
A Bayesian Decision Support System in Energy Systems Planning
Victoria Volodina, Nikki Sonenberg, Peter Challenor +1
Gaussian Process (GP) emulators are widely used to approximate complex computer model behaviour across the input space. Motivated by the problem of coupling computer models, recent…
stat.ME2018
Diagnostic-Driven Nonstationary Emulators Using Kernel Mixtures
Victoria Volodina, Daniel B. Williamson
Weakly stationary Gaussian processes (GPs) are the principal tool in the statistical approaches to the design and analysis of computer experiments (or Uncertainty Quantification).…