Tutorials

This section contains five tutorials that illustrate the use of FOQUS UQ to facilitate the UQ workflow discussed above.

Each tutorial will refer to example files located in the examples directory of the FOQUS download.

• Tutorial 1: Simulation Ensemble Creation and Execution
  • Creating a simulation ensemble using the variables’ distributions
  • Automatically running FOQUS for a set of user-defined input conditions
• Tutorial 2: Data Manipulation
  • Filtering
  • Variable Deletion
  • Output Value Modification
• Tutorial 3: Single-Output Analysis
  • Parameter Selection
  • Ensemble Data Analysis
  • Ensemble Data Visualization
• Tutorial 4: Response Surface Based Analysis
  • Response Surface Model Validation
  • Response Surface Based Uncertainty Analysis
  • Response Surface Based Mixed Epistemic-Aleatory Uncertainty Analysis
  • Response Surface Based Sensitivity Analysis
  • Response Surface Based Visualization
• Tutorial 5: Bayesian Inference