Pygpc: A sensitivity and uncertainty analysis toolbox for Python

We present a novel Python package for the uncertainty and sensitivity analysis of computational models. The mathematical background is based on the non-intrusive generalized polynomial chaos method allowing one to treat the investigated models as black box systems, without interfering with their leg...

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Bibliographic Details
Main Authors: Konstantin Weise, Lucas Poßner, Erik Müller, Richard Gast, Thomas R. Knösche
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:SoftwareX
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352711020300078