Building Confidence in Simulation: Applications of EasyVVUQ
DW Wright and RA Richardson and W Edeling and J Lakhlili and RC Sinclair and V Jancauskas and D Suleimenova and B Bosak and M Kulczewski and T Piontek and P Kopta and I Chirca and H Arabnejad and OO Luk and O Hoenen and J Weglarz and D Crommelin and D Groen and PV Coveney, ADVANCED THEORY AND SIMULATIONS, 3, 1900246 (2020).
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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