138 citations · 298 across the 20 of their papers we have counts for
4 papers · 1 filter
Key Questions for Modelling COVID-19 Exit Strategies
Robin N Thompson, T Deirdre Hollingsworth, Valerie Isham +40
Combinations of intense non-pharmaceutical interventions ('lockdowns') were introduced in countries worldwide to reduce SARS-CoV-2 transmission. Many governments have begun to impl…
Cross-validation based adaptive sampling for Gaussian process models
Hossein Mohammadi, Peter Challenor, Daniel Williamson +1
In many real-world applications, we are interested in approximating black-box, costly functions as accurately as possible with the smallest number of function evaluations. A comple…
Classification of Computer Models with Labelled Outputs
Louise Kimpton, Peter Challenor, Daniel Williamson
Classification is a vital tool that is important for modelling many complex numerical models. A model or system may be such that, for certain areas of input space, the output eithe…
Future Proofing a Building Design Using History Matching Inspired Level-Set Techniques
Evan Baker, Peter Challenor, Matt Eames
History Matching is a technique used to calibrate complex computer models, that is, finding the input settings which lead to the simulated output matching up with real world observ…