Tutorials

Here you can find some tutorials that explain the basic functionality of the PyThia software package. If you want to run the tutorials on your own machine, make sure that your have installed PyThia.

Tutorials - Basics

• Tutorial 01 - Approximation of Functions with Polynomial Chaos
• Tutorial 02 - Approximation of n-D functions with Polynomial Chaos
• Tutorial 03 - Computation of Sobol Indices
• Tutorial 04 - Automatic choice of expansion terms

Tutorials - Applications

• Tutorial - Shape Reconstruction via Scatterometry
• Tutorial C1 & C3 - Reconstruction of optical constants of thin layer systems using MCMC
• Tutorial C2 - Reconstruction of shape parameter and optical constants