2026-04-21T15:55:16Z
https://rodare.hzdr.de/oai2d
oai:rodare.hzdr.de:3420
2025-05-06T09:07:13Z
software
user-hzdr
user-rodare
user-casus
true
3.1
HZDR.RODARE
10.14278/rodare.3420
Wicaksono, Damar Canggih
0000-0001-8587-7730
Center for Advanced Systems Understanding (CASUS)
Hecht, Michael
0000-0001-9214-8253
Center for Advanced Systems Understanding (CASUS)
UQTestFuns: A Python3 Library of Uncertainty Quantification (UQ) Test Functions
Rodare
2025
python
uncertainty-quantification
benchmark
sensitivity-analysis
metamodeling
reliability-analysis
2025-01-21
en
https://rodare.hzdr.de/record/3420
10.21105/joss.05671
https://www.hzdr.de/publications/Publ-37736
https://www.hzdr.de/publications/Publ-37735
10.14278/rodare.2530
https://rodare.hzdr.de/communities/casus
https://rodare.hzdr.de/communities/hzdr
https://rodare.hzdr.de/communities/rodare
v0.6.0
MIT License
Open Access
<p>UQTestFuns is an open-source Python3 library of test functions commonly used within the applied uncertainty quantification (UQ) community. Specifically, the package provides:</p>
<ul>
<li>an implementation <em>with minimal dependencies</em> (i.e., NumPy and SciPy) and <em>a common interface</em> of many test functions</li>
<li>a <em>single entry point</em> collecting test functions <em>and</em> their probabilistic input specifications in a single Python package</li>
<li>an <em>opportunity for an open-source contribution</em>, supporting the implementation of new test functions or posting reference results.</li>
</ul>
<p>In short, UQTestFuns is an homage to the <a href="https://www.sfu.ca/~ssurjano/">Virtual Library of Simulation Experiments (VLSE)</a>.</p>
<p>v0.6.0 is a minor release that further expands the library of available UQ test functions and introduces several bug fixes. This update introduces 19 new test functions, bringing the total to 75.</p>
<p>See the complete <a href="https://github.com/damar-wicaksono/uqtestfuns/blob/v0.6.0/CHANGELOG.md">CHANGELOG</a>.</p>
<p>v0.5.0 is a minor release that further expands the library of available UQ test functions. This update introduces 14 new test functions, bringing the total to 56.</p>