COMPUTING WITH UNCERTAINTY: INTRODUCING PUFFIN THE AUTOMATIC UNCERTAINTY COMPILER

Gray, Nick ORCID: 0000-0002-0930-4575, De Angelis, Marco ORCID: 0000-0001-8851-023X and Ferson, Scott ORCID: 0000-0002-2613-0650 (2019) COMPUTING WITH UNCERTAINTY: INTRODUCING PUFFIN THE AUTOMATIC UNCERTAINTY COMPILER. In: 2nd International Conference on Uncertainty Quantification in Computational Sciences and Engineering, 2019-6-24 - 2019-6-26, Crete, Greece.

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Official URL: http://dx.doi.org/10.7712/120219.6354.18702

Abstract

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.

Item Type:	Conference or Workshop Item (Unspecified)
Depositing User:	Symplectic Admin
Date Deposited:	19 May 2020 09:39
Last Modified:	19 Jan 2023 00:36
DOI:	10.7712/120219.6354.18702
Related URLs:	Publisher
URI:	https://livrepository.liverpool.ac.uk/id/eprint/3050554