Software Open Access
Wicaksono, Damar Canggih;
Hecht, Michael
{ "creator": [ { "affiliation": "Center for Advanced Systems Understanding (CASUS)", "@type": "Person", "name": "Wicaksono, Damar Canggih", "@id": "https://orcid.org/0000-0001-8587-7730" }, { "affiliation": "Center for Advanced Systems Understanding (CASUS)", "@type": "Person", "name": "Hecht, Michael", "@id": "https://orcid.org/0000-0001-9214-8253" } ], "description": "<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>\n\n<ul>\n\t<li>an implementation <em>with minimal dependencies</em> (i.e., NumPy and SciPy) and <em>a common interface</em> of many test functions</li>\n\t<li>a <em>single entry point</em> collecting test functions <em>and</em> their probabilistic input specifications in a single Python package</li>\n\t<li>an <em>opportunity for an open-source contribution</em>, supporting the implementation of new test functions or posting reference results.</li>\n</ul>\n\n<p>In short, UQTestFuns is an homage to the <a href=\"https://www.sfu.ca/~ssurjano/\">Virtual Library of Simulation Experiments (VLSE)</a>.</p>\n\n<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>", "license": "https://opensource.org/licenses/MIT", "@id": "https://doi.org/10.14278/rodare.3355", "@context": "https://schema.org/", "sameAs": [ "https://www.hzdr.de/publications/Publ-37736" ], "@type": "SoftwareSourceCode", "keywords": [ "python", "uncertainty-quantification", "benchmark", "sensitivity-analysis", "metamodeling", "reliability-analysis" ], "name": "UQTestFuns: A Python3 Library of Uncertainty Quantification (UQ) Test Functions", "identifier": "https://doi.org/10.14278/rodare.3355", "url": "https://rodare.hzdr.de/record/3355", "version": "v0.5.0", "inLanguage": { "alternateName": "eng", "@type": "Language", "name": "English" }, "datePublished": "2024-11-18" }
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Wicaksono, Damar Canggih, & Hecht, Michael. (2024, November 18). UQTestFuns: A Python3 Library of Uncertainty Quantification (UQ) Test Functions (Version v0.5.0). Rodare. http://doi.org/10.14278/rodare.3355