Bibliography | Weiß, Andreas; Karastoyanova, Dimka: A Life Cycle for Coupled Multi-Scale, Multi-Field Experiments Realized through Choreographies. In: Proceedings of the 18th IEEE International EDOC Conference (EDOC 2014). University of Stuttgart, Faculty of Computer Science, Electrical Engineering, and Information Technology. pp. 234-241, english. IEEE Computer Society, September 2014. DOI: 10.1109/EDOC.2014.39. Article in Proceedings (Conference Paper).
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CR-Schema | H.4.1 (Office Automation)
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Abstract | Current systems for enacting scientific experiments, and in particular simulation workflows, do not support multi-scale and multi-field problems if they are not coupled on the level of the mathematical model. We present a life cycle that utilizes the notion of choreographies to enable the trial-and-error modeling and execution of multi-scale and/or multi-field simulations. The life cycle exhibits two views reflecting the characteristics of modeling and execution in a top-down and bottom-up manner. It defines techniques for composing data-intensive, scientific workflows in more complex simulations in a generic, domain-independent way, and thus provides scientists with means for collaborative and integrated data management based on the workflow paradigm.
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Department(s) | University of Stuttgart, Institute of Architecture of Application Systems
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Project(s) | SimTech
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Entry date | June 17, 2014 |
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