Bayesian Calibration of Computationally Expensive Models Using Optimization and Radial Basis Function Approximation. Bliznyuk, N., Ruppert, D., Shoemaker, C. A., Regis, R. G., Wild, S. M., & Mugunthan, P. Journal of Computational and Graphical Statistics, 17(2):270–294, 2008.
doi  bibtex   
@Article{BLIZNYUK08,
  author  = {Nikolay Bliznyuk and David Ruppert and Christine A. Shoemaker and Rommel G. Regis and Stefan M. Wild and Pradeep Mugunthan},
  title   = {Bayesian Calibration of Computationally Expensive Models Using Optimization and Radial Basis Function Approximation},
  journal = {Journal of Computational and Graphical Statistics},
  year    = {2008},
  volume  = {17},
  number  = {2},
  pages   = {270--294},
  doi     = {10.1198/106186008X320681},
}

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