Comparing multiple simulators using Bayesian emulators
Bayesian emulation has proved to be a useful tool for working with complicated, high dimensional simulators, approximating the simulator's behaviour in a probabilistic way, enabling operations such as prediction or calibration, and therefore providing an ecient approximation to the simulator...
Main Author: | Oxlade, Rachel Heather |
---|---|
Published: |
Durham University
2012
|
Subjects: | |
Online Access: | http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.557927 |
Similar Items
-
Bayesian framework for multi-stage transmission expansion planning under uncertainty via emulation
by: Lawson, Antony Steven
Published: (2018) -
Emulation and calibration with smoothed system and simulator data
by: Powell, Benedict
Published: (2014) -
Diagnostics and simulation-based methods for validating Gaussian process emulators
by: Al-Taweel, Younus
Published: (2018) -
Design of physical system experiments using Bayes linear emulation and history matching methodology with application to Arabidopsis thaliana
by: Jackson, Samuel Edward
Published: (2018) -
Bayesian inference of autoregressive models
by: Kadir, Dler
Published: (2018)