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Building Confidence in Simulation: Applications of EasyVVUQ

Wright, DW; Richardson, RA; Edeling, W; Lakhlili, J; Sinclair, RC; Jancauskas, V; Suleimenova, D; ... Coveney, PV; + view all (2020) Building Confidence in Simulation: Applications of EasyVVUQ. Advanced Theory and Simulations 10.1002/adts.201900246. (In press). Green open access

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Abstract

Validation, verification, and uncertainty quantification (VVUQ) of simulation workflows are essential for building trust in simulation results, and their increased use in decision‐making processes. The EasyVVUQ Python library is designed to facilitate implementation of advanced VVUQ techniques in new or existing workflows, with a particular focus on high‐performance computing, middleware agnosticism, and multiscale modeling. Here, the application of EasyVVUQ to five very diverse application areas is demonstrated: materials properties, ocean circulation modeling, fusion reactors, forced human migration, and urban air quality prediction.

Type: Article
Title: Building Confidence in Simulation: Applications of EasyVVUQ
Open access status: An open access version is available from UCL Discovery
DOI: 10.1002/adts.201900246
Publisher version: https://doi.org/10.1002/adts.201900246
Language: English
Additional information: This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. http://creativecommons.org/licenses/by/4.0/
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/10102130
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