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).
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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-pp.ucl.ac.uk/id/eprint/10102130 |
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