Interactive visual analysis of large simulation ensembles (CROSBI ID 668311)
Prilog sa skupa u zborniku | stručni rad | međunarodna recenzija
Podaci o odgovornosti
Matkovic, Kresimir ; Gracanin, Denis ; Jelovic, Mario ; Hauser, Helwig
engleski
Interactive visual analysis of large simulation ensembles
Recent advancements in simulation and computing make it possible to compute large simulation ensembles. A simulation ensemble consists of multiple simulation runs of the same model with different values of control parameters. In order to cope with ensemble data, a modern analysis methodology is necessary. In this paper, we present our experience with simulation ensemble exploration and steering by means of interactive visual analysis. We describe our long-term collaboration with fuel injection experts from the automotive industry. We present how interactive visual analysis can be used to gain a deep understanding in the ensemble data, and how it can be used, in a combination with automatic methods, to steer the ensemble creation, even for very complex systems. Very positive feedback from domain experts motivated us, a team of visualization and simulation experts, to present this research to the simulation community.
Visual Analytics, Simulation Ensembles
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Podaci o prilogu
517-528.
2015.
objavljeno
10.1109/wsc.2015.7408192
Podaci o matičnoj publikaciji
2015 Winter Simulation Conference (WSC)
Institute of Electrical and Electronics Engineers (IEEE)
978-1-4673-9743-8
Podaci o skupu
Winter Simulation Conference 2015
predavanje
06.12.2015-09.12.2015
Huntington Beach (CA), Sjedinjene Američke Države