Emulating dynamic non-linear simulators using Gaussian processes

This publication has 36 references indexed in Scilit:

• Classifying dynamic transitions in high dimensional neural mass models: A random forest approach
  PLOS Computational Biology, 2018
• Bayesian Emulation and Calibration of a Dynamic Epidemic Model for A/H1N1 Influenza
  Journal of the American Statistical Association, 2014
• Multivariate Gaussian Process Emulators With Nonseparable Covariance Structures
  Technometrics, 2012
• Bayesian modeling to unmask and predict influenza A/H1N1pdm dynamics in London
  Proceedings of the National Academy of Sciences, 2011
• Bayesian emulation of complex multi-output and dynamic computer models
  Journal of Statistical Planning and Inference, 2010
• Gaussian process emulation of dynamic computer codes
  Biometrika, 2009
• Recent advances in surrogate-based optimization
  Progress in Aerospace Sciences, 2009
• Computer model validation with functional output
  The Annals of Statistics, 2007
• A review on design, modeling and applications of computer experiments
  IIE Transactions, 2006
• The Probability of Rapid Climate Change
  Significance, 2004