Automatic reuse, adaption, and execution of simulation experiments via provenance patterns

P Wilsdorf, A Wolpers, J Hilton, F Haack… - ACM Transactions on …, 2023 - dl.acm.org
Simulation experiments are typically conducted repeatedly during the model development
process, for example, to revalidate if a behavioral property still holds after several model …

Provenance in modeling and simulation studies—Bridging gaps

A Ruscheinski, A Uhrmacher - 2017 Winter Simulation …, 2017 - ieeexplore.ieee.org
Simulation studies are intricate processes that require interweaving model refinement and
executing diverse experiments. Simulation models and data are the result of complex and …

[HTML][HTML] ROS dependent wnt/β-catenin pathway and its regulation on defined micro-pillars—a combined in vitro and in silico study

S Staehlke, F Haack, AC Waldner, D Koczan, C Moerke… - Cells, 2020 - mdpi.com
The physico-chemical surface design of implants influences the surrounding cells.
Osteoblasts on sharp-edged micro-topographies revealed an impaired cell phenotype …

[HTML][HTML] A model-driven approach for conducting simulation experiments

P Wilsdorf, J Heller, K Budde, J Zimmermann… - Applied Sciences, 2022 - mdpi.com
With the increasing complexity of simulation studies, and thus increasing complexity of
simulation experiments, there is a high demand for better support for them to be conducted …

Artifact-based workflows for supporting simulation studies

A Ruscheinski, T Warnke… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Valid models are central for credible simulation studies. If those models do not exist, they
need to be developed. In fact, entire simulation studies are often aimed at developing valid …

[HTML][HTML] Streamlining simulation experiments with agent-based models in demography

O Reinhardt, J Hilton, T Warnke, J Bijak… - Journal of Artificial …, 2018 - jasss.org
In the last decade, the uptake of agent-based modeling in demography and other population
sciences has been slowly increasing. Still, in such areas, where traditional data-driven …

Developing agent-based migration models in pairs

O Reinhardt, AM Uhrmacher… - 2019 Winter …, 2019 - ieeexplore.ieee.org
Developing a realistic agent-based model of human migration requires particular care.
Committing too early to a specific model architecture, design, or language environment can …

Conceptual models in simulation studies: Making it explicit

P Wilsdorf, F Haack… - 2020 Winter Simulation …, 2020 - ieeexplore.ieee.org
Conceptual models play an important role in conducting simulation studies. A formal or at
least explicit specification of conceptual models is key for effectively exploiting them during …

Towards a prov ontology for simulation models

A Ruscheinski, D Gjorgevikj, M Dombrowsky… - … and Annotation of Data …, 2018 - Springer
Simulation models and data are the primary products of simulation studies. Although the
provenance of simulation data and the support of single simulation experiments have …

Exploiting provenance and ontologies in supporting best practices for simulation experiments: a case study on sensitivity analysis

P Wilsdorf, N Fischer, F Haack… - 2021 Winter …, 2021 - ieeexplore.ieee.org
Simulation studies are intricate processes and user support for conducting more consistent,
systematic, and efficient simulation studies is needed. Simulation experiments as one crucial …