2020-08-01
Building Confidence in Simulation: Applications of EasyVVUQ
Publication
Publication
Advanced Theory and Simulations , Volume 3 - Issue 8
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.
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| , , | |
| doi.org/10.1002/adts.201900246 | |
| Advanced Theory and Simulations | |
| Verified Exascale Computing for Multiscale Applications | |
| Organisation | Centrum Wiskunde & Informatica, Amsterdam (CWI), The Netherlands |
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Wright, D., Richardson, R., Edeling, W., Lakhlili, J., Sinclair, R., Jancauskas, V., Suleimenova, D., Bosak, B., Kulczewski, M., Piontek, T., Kopta, P., Chirca, I., Arabnejad, H., Luk, O., Hoenen, O., Węglarz, J., Crommelin, D., Groen, D.& Coveney, P. (2020). Building Confidence in Simulation: Applications of EasyVVUQ. Advanced Theory and Simulations, 3(8).https://doi.org/10.1002/adts.201900246 |
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