Journal Article

2025

Using (Not-so) Large Language Models to Generate Simulation Models in a Formal DSL: A Study on Reaction Networks.
Justin N. Kreikemeyer, Miłosz Jankowski, Pia Wilsdorf, Adelinde M. Uhrmacher. 2025. ACM Transactions on Modeling and Computer Simulation 35, 4 (September 2025), 1-27.
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Learning surrogate equations for the analysis of an agent-based cancer model.
Kevin Burrage, Pamela M. Burrage, Justin N. Kreikemeyer, Adelinde M. Uhrmacher, Hasitha N. Weerasinghe. 2025. Frontiers in Applied Mathematics and Statistics 11 (May 2025).
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2024

Challenges and promises of self-adaptive simulation models.
Adelinde M. Uhrmacher, Pia Wilsdorf, and Justin N. Kreikemeyer. 2024. SIMULATION 100, 12 (December 2024), 1281-1295.
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2023

Smoothing Methods for Automatic Differentiation Across Conditional Branches.
Justin N. Kreikemeyer, Philipp Andelfinger. 2023. IEEE Access 11, 143190-143211.
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