2 papers
stat.ME2024
Bayesian Emulation of Grey-Box Multi-Model Ensembles Exploiting Known Interior Structure
Jonathan Owen, Ian Vernon
Computer models are widely used to study complex real world physical systems. However, there are major limitations to their direct use including: their complex structure; large num…
stat.ME2022
Bayesian Emulation for Computer Models with Multiple Partial Discontinuities
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 n…