Toward model-driven engineering principles and practices for model replicability and experiment reproducibility (Work in progress)


Ledet J., Teran-Somohano A., Butcher Z., Yilmaz L., Smith A. E. , Oǧuztüzün H. , ...More

2014 Symposium on Theory of Modeling and Simulation - DEVS Integrative M and S Symposium, DEVS 2014; 2014 Spring Simulation Multi-Conference, SpringSim 2014, Tampa, FL, United States Of America, 13 - 16 April 2014, vol.46, pp.193-200 identifier

  • Publication Type: Conference Paper / Full Text
  • Volume: 46
  • City: Tampa, FL
  • Country: United States Of America
  • Page Numbers: pp.193-200

Abstract

Recent years have seen a proliferation of the use of simulation models in computational science. Most of these models have never been independently replicated by anyone but the original developer. Furthermore, there is a growing credibility gap due to widespread, relaxed attitudes in communication of experiments, models, and validation of simulations used in computational research. We examine various issues and challenges involved in model replication and simulation experiment reproducibility. Model-driven simulation engineering principles and model transformation concepts are adopted as solution strategies to improve replicability of models and reproducibility of experiments. A process model, an architectural framework, and an implementation strategy is introduced to address identified issues in simulation experiment management and model replication.