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...

Полное описание

Библиографические подробности
Главные авторы: Konstantin Weise, Lucas Poßner, Erik Müller, Richard Gast, Thomas R. Knösche
Формат: Статья
Язык:English
Опубликовано: Elsevier 2020-01-01
Серии:SoftwareX
Предметы:
Online-ссылка:http://www.sciencedirect.com/science/article/pii/S2352711020300078