11.2.1. rheia.UQ.uncertainty_quantification.run_uq

rheia.UQ.uncertainty_quantification.run_uq(run_dict, design_space='design_space.csv')

This function is the main to run uncertainty quantification. First, the input distributions are created, followed by the reading of previously evaluated samples. Thereafter, the new samples are created and evaluated in the system model when desired. Finally, the PCE is constructed, the statistical moments printed and the distributions generated (when desired) for the quantity of interest.

Parameters

• run_dict (dict) – The dictionary with information on the uncertainty quantification.

• design_space (string, optional) – The design_space filename. The default is ‘design_space’.