November 18, 2024 Software Open Access

Wicaksono, Damar Canggih; Hecht, Michael

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  <dc:creator>Wicaksono, Damar Canggih</dc:creator>
  <dc:creator>Hecht, Michael</dc:creator>
  <dc:date>2024-11-18</dc:date>
  <dc:description>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
	a 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).

v0.5.0 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.</dc:description>
  <dc:identifier>https://rodare.hzdr.de/record/3355</dc:identifier>
  <dc:identifier>10.14278/rodare.3355</dc:identifier>
  <dc:identifier>oai:rodare.hzdr.de:3355</dc:identifier>
  <dc:language>eng</dc:language>
  <dc:relation>doi:10.21105/joss.05671</dc:relation>
  <dc:relation>url:https://www.hzdr.de/publications/Publ-37736</dc:relation>
  <dc:relation>url:https://www.hzdr.de/publications/Publ-37735</dc:relation>
  <dc:relation>doi:10.14278/rodare.2530</dc:relation>
  <dc:relation>url:https://rodare.hzdr.de/communities/hzdr</dc:relation>
  <dc:relation>url:https://rodare.hzdr.de/communities/rodare</dc:relation>
  <dc:rights>info:eu-repo/semantics/openAccess</dc:rights>
  <dc:rights>https://opensource.org/licenses/MIT</dc:rights>
  <dc:subject>python</dc:subject>
  <dc:subject>uncertainty-quantification</dc:subject>
  <dc:subject>benchmark</dc:subject>
  <dc:subject>sensitivity-analysis</dc:subject>
  <dc:subject>metamodeling</dc:subject>
  <dc:subject>reliability-analysis</dc:subject>
  <dc:title>UQTestFuns: A Python3 Library of Uncertainty Quantification (UQ) Test Functions</dc:title>
  <dc:type>info:eu-repo/semantics/other</dc:type>
  <dc:type>software</dc:type>
</oai_dc:dc>