不确定性计算:介绍了puffin自动不确定性编译器

Proceedings of the 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019) Pub Date : 1900-01-01 DOI:10.7712/120219.6354.18702

N. Gray, M. Angelis, S. Ferson

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引用次数: 4

摘要

．尽管工程师们经常认识到将不确定性分析应用于复杂模拟的优势，但他们往往缺乏时间、耐心或专业知识来进行这种分析。我们描述了一个名为puffin的软件工具，它利用侵入式不确定性传播技术，将现有代码转换为同一语言的不确定性感知代码。它既可以自动工作，也可以根据用户对系统中不确定因素的说明工作。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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COMPUTING WITH UNCERTAINTY: INTRODUCING PUFFIN THE AUTOMATIC UNCERTAINTY COMPILER

. Although engineers often recognise the advantages of applying uncertainty analysis to their complex simulations, they often lack the time, patience or expertise to undertake that analysis. We describe a software tool, named pufﬁn, that takes existing code and converts in to uncertainty aware code in the same language making use of intrusive uncertainty propagation techniques. It can work either automatically or with user speciﬁcation of the uncertainties involved in the system.

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Proceedings of the 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2019)

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