Naslov
Interactive visual analysis of large simulation ensembles

Autori
Matkovic, Kresimir ; Gracanin, Denis ; Jelovic, Mario ; Hauser, Helwig

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), stručni

Izvornik
2015 Winter Simulation Conference (WSC) / - : Institute of Electrical and Electronics Engineers (IEEE), 2015, 517-528

ISBN
978-1-4673-9743-8

Skup
Winter Simulation Conference 2015

Mjesto i datum
Huntington Beach (CA), Sjedinjene Američke Države, 06.12.2015. - 09.12.2015

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Visual Analytics, Simulation Ensembles

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Interdisciplinarne tehničke znanosti

POVEZANOST RADA