src.domains.VVUQ module

This module is responsible for the overall VV&UQ process.

It includes one class for VVUQ (Verification, Validation and Uncertainty Quantification). See details in its own documentation.

Contact person: Stefan Riedmaier Creation date: 20.04.2020 Python version: 3.8

class src.domains.VVUQ.VVUQ(config)

Bases: object

This class is responsible for the overall VV&UQ process.

It includes a main method called “process”. See details in its own documentation.

process()

This method runs through each step of the VV&UQ process.

It contains the following steps: 1) Model verification to determine the numerical error / uncertainty. 2) Model calibration to infer model parameters and to determine parametric uncertainties. 3) Model validation to assess the model quality and to determine the model-form error / uncertainty. 4) Model application to perform prediction with the model in its intended use case.

Returns: