arxivcs.LGcs.SE2026-07-31
Simulation Code Generation for Fluid Systems using Large Language Models: Benchmarking Models and Prompting Strategies
Jan Marius Stürmer, Jascha Knack, Tobias Koch, Andreas Weinmann
Large language models (LLMs) have demonstrated a strong ability to generate syntactically correct code from natural-language specifications. In this study, we explore how LLMs can be harnessed to automatically translate a neutral graph representation of fluid system models into e…