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EasyVVUQ: A library for verification, validation and uncertainty quantification in high performance computing

Richardson, RA; Wright, DW; Edeling, W; Jancauskas, V; Lakhlili, J; Coveney, PV; (2020) EasyVVUQ: A library for verification, validation and uncertainty quantification in high performance computing. Journal of Open Research Software , 8 (1) , Article 11. 10.5334/JORS.303. Green open access

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Abstract

EasyVVUQ is an open source Python library (https://github.com/UCL-CCS/EasyVVUQ) designed to facilitate verification, validation and uncertainty quantification (VVUQ) for a wide variety of simulations. The goal of EasyVVUQ is to make it as easy as possible to implement advanced VVUQ techniques for existing application codes or workflows. Our aim is to expose these features in an accessible way for users of scientific software, in particular for simulation codes running on high performance computers.

Type: Article
Title: EasyVVUQ: A library for verification, validation and uncertainty quantification in high performance computing
Open access status: An open access version is available from UCL Discovery
DOI: 10.5334/JORS.303
Publisher version: https://doi.org/10.5334/JORS.303
Language: English
Additional information: Copyright © 2020 The Author(s). This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License (CC-BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. See http://creativecommons.org/licenses/by/4.0/
Keywords: Validation, Verification, Uncertainty Quantification, High Performance Computing, Multiscale
UCL classification: UCL
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Maths and Physical Sciences > Dept of Chemistry
URI: https://discovery.ucl.ac.uk/id/eprint/10105940
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