Supporting Simulation Experiments with Megamodeling

Sema Çam, Orçun Dayıbaş, Bilge K. Görür, Halit Oğuztüzün, Levent Yilmaz, Sritika Chakladar, Kyle Doud, Alice E. Smith, Alejandro Teran-Somohano

Abstract

Recent developments in computational science and engineering allow a great deal of experimental work to be conducted through computer simulation. In a simulation experiment, a model of the phenomena to be studied is run in a computing environment under varying model and environment settings. As models are adjusted to experimental procedures and execution environments, variations arise. Models also evolve in time. Thus, models must be managed. We propose to bring Global Model Management (GMM) to bear on simulation experiment management by using techniques and tools from megamodeling. The proposed approach will facilitate model management tasks by providing an interface to query the model repository, relate models with each other, and apply model transformations from/to simulation models. Our proposed Megamodel for Simulation Experiments is based on SED-ML (Simulation Experiment Description Markup Language).

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Paper Citation


in Harvard Style

Çam S., Dayıbaş O., Görür B., Oğuztüzün H., Yilmaz L., Chakladar S., Doud K., Smith A. and Teran-Somohano A. (2018). Supporting Simulation Experiments with Megamodeling.In Proceedings of the 6th International Conference on Model-Driven Engineering and Software Development - Volume 1: MODELSWARD, ISBN 978-989-758-283-7, pages 372-378. DOI: 10.5220/0006586703720378


in Bibtex Style

@conference{modelsward18,
author={Sema Çam and Orçun Dayıbaş and Bilge K. Görür and Halit Oğuztüzün and Levent Yilmaz and Sritika Chakladar and Kyle Doud and Alice E. Smith and Alejandro Teran-Somohano},
title={Supporting Simulation Experiments with Megamodeling},
booktitle={Proceedings of the 6th International Conference on Model-Driven Engineering and Software Development - Volume 1: MODELSWARD,},
year={2018},
pages={372-378},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0006586703720378},
isbn={978-989-758-283-7},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 6th International Conference on Model-Driven Engineering and Software Development - Volume 1: MODELSWARD,
TI - Supporting Simulation Experiments with Megamodeling
SN - 978-989-758-283-7
AU - Çam S.
AU - Dayıbaş O.
AU - Görür B.
AU - Oğuztüzün H.
AU - Yilmaz L.
AU - Chakladar S.
AU - Doud K.
AU - Smith A.
AU - Teran-Somohano A.
PY - 2018
SP - 372
EP - 378
DO - 10.5220/0006586703720378