Methods of Uncertainty Analysis and Quantification

More information, lecture notes and exercises are available at StudIP.

Contents:

  • Probability theory
  • Advanced Monte Carlo methods
  • Surrogate modeling, Polynomial Chaos methods
  • Sensitivity Analysis
  • Uncertainties and data-driven modeling

Language English