Search Results for author: Ian Vernon

Found 2 papers, 1 papers with code

Bayesian Emulation for Computer Models with Multiple Partial Discontinuities

1 code implementation19 Oct 2022 Ian Vernon, Jonathan Owen, Jonathan Carter

Computer models are widely used across a range of scientific disciplines to describe various complex physical systems, however to perform full uncertainty quantification we often need to employ emulators.

Uncertainty Quantification

A Bayesian computer model analysis of Robust Bayesian analyses

no code implementations3 Mar 2017 Ian Vernon, John Paul Gosling

We harness the power of Bayesian emulation techniques, designed to aid the analysis of complex computer models, to examine the structure of complex Bayesian analyses themselves.

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