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Author

Tobias Koch

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Jul 2026

Simulation Code Generation for Fluid Systems using Large Language Models: Benchmarking Models and Prompting Strategies

This study explores how LLMs can be harnessed to automatically translate a neutral graph representation of fluid system models into executable code for two widely adopted simulation environments: the Python library WNTR and the Modelica Standard Library.

Jan Marius Stürmer, Jascha Knack, Tobias Koch et al. · 1 citation

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