Full-Factorial Sampling

The pysmo.sampling.UniformSampling method carries out Uniform (full-factorial) sampling. This can be done in two modes:

The samples can be selected from a user-provided dataset, or
The samples can be generated from a set of provided bounds.

Available Methods

idaes.surrogate.pysmo.sampling.UniformSampling

References

[1] Loeven et al paper titled "A Probabilistic Radial Basis Function Approach for Uncertainty Quantification" https://pdfs.semanticscholar.org/48a0/d3797e482e37f73e077893594e01e1c667a2.pdf