November 18, 2024 Software Open Access

Wicaksono, Damar Canggih; Hecht, Michael

DCAT Export

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        <foaf:givenName>Damar Canggih</foaf:givenName>
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    <dct:title>UQTestFuns: A Python3 Library of Uncertainty Quantification (UQ) Test Functions</dct:title>
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    <dcat:keyword>uncertainty-quantification</dcat:keyword>
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    <dcat:keyword>sensitivity-analysis</dcat:keyword>
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    <dct:description>&lt;p&gt;UQTestFuns is an open-source Python3 library of test functions commonly used within the applied uncertainty quantification (UQ) community. Specifically, the package provides:&lt;/p&gt; &lt;ul&gt; &lt;li&gt;an implementation&amp;nbsp;&lt;em&gt;with minimal dependencies&lt;/em&gt;&amp;nbsp;(i.e., NumPy and SciPy) and&amp;nbsp;&lt;em&gt;a common interface&lt;/em&gt;&amp;nbsp;of many test functions&lt;/li&gt; &lt;li&gt;a&amp;nbsp;&lt;em&gt;single entry point&lt;/em&gt;&amp;nbsp;collecting test functions&amp;nbsp;&lt;em&gt;and&lt;/em&gt;&amp;nbsp;their probabilistic&amp;nbsp;input specifications in a single Python package&lt;/li&gt; &lt;li&gt;an&amp;nbsp;&lt;em&gt;opportunity for an open-source contribution&lt;/em&gt;, supporting the implementation of new test functions or posting reference results.&lt;/li&gt; &lt;/ul&gt; &lt;p&gt;In short, UQTestFuns is an homage to the&amp;nbsp;&lt;a href="https://www.sfu.ca/~ssurjano/"&gt;Virtual Library of Simulation Experiments (VLSE)&lt;/a&gt;.&lt;/p&gt; &lt;p&gt;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.&lt;/p&gt;</dct:description>
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