Publications Repository - Helmholtz-Zentrum Dresden-Rossendorf

1 Publication

UQTestFuns: A Python3 Library of Uncertainty Quantification (UQ) Test Functions

Wicaksono, D. C.; Hecht, M.

Abstract

UQTestFuns is an open-source Python3 library of test functions commonly used within the applied uncertainty quantification (UQ) community. Specifically, the package provides:

  • an implementation with minimal dependencies (i.e., NumPy and SciPy) and a common interface of many test functions
  • single entry point collecting test functions and their probabilistic input specifications in a single Python package
  • an opportunity for an open-source contribution, supporting the implementation of new test functions or posting reference results.

In short, UQTestFuns is an homage to the Virtual Library of Simulation Experiments (VLSE).

v0.4.1 includes one additional test function used in the context of metamodeling. The package documentation has been updated following the review process during the submission to the Journal of Open Source Software (JOSS). This release is part of the acceptance of the package to JOSS.

This archive is part of the archival process to ROBIS.

Keywords: python; uncertainty-quantification; benchmark; sensitivity-analysis; metamodeling; reliability-analysis

Related publications

Downloads

Permalink: https://www.hzdr.de/publications/Publ-37736


Years: 2023 2022 2021 2020 2019 2018 2017 2016 2015