I-OPT – TechConnect Briefs

Designing Efficient Computer Experiments for Metamodel Generation

Crary S.B., Woodcock D.M., Hieke A., Crary Group, US

We demonstrate the relative merits of IZ-optimal designs for computer experiments relative to Latin hypercube designs, using two examples, both in two factors and eleven points, one a simple function from Welch et al. [1] [...]

Optimal Design of Computer Experiments for the Generation of Microsystem Macromodels Using IMSET and Non-Parametric Fitting

Crary S.B., Cousseau P., Armstrong D., Woodcock D.M., Dubochet O., Lerch P., Renaud Ph., University of Michigan, US

We present a new and unique software program, IMSET, capable of finding optimal designs for computer experiments. A finite-element simulation of a micro-machined flow sensor was used to illustrate macromodel generation and to compare the [...]