Employing statistical model emulation as a surrogate for CFD

@article{Moonen2015EmployingSM,
  title={Employing statistical model emulation as a surrogate for CFD},
  author={P. Moonen and J. Allegrini},
  journal={Environmental Modelling and Software},
  year={2015},
  volume={72},
  pages={77-91}
}
This work focuses on substituting a computationally expensive simulator by a cheap emulator to enable studying applications where running the simulator is prohibitively expensive. The procedure consists of two steps. In a first step, the emulator is calibrated to closely mimic the simulator response for a number of pre-defined cases. In a second step the calibrated emulator is used as surrogate for the simulator in the otherwise prohibitively expensive application. An appealing feature of the… CONTINUE READING
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