Author

Johannes Gerstmayr

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Preprint Jul 2026

Large Language Models and their Awareness of Mechanics and Spatial Geometry

MecEng, a fully automated benchmark that evaluates LLMs on the creation of multibody simulation models from parameterized textual descriptions, indicates rapidly improving, but still error-prone, mechanical engineering awareness of current LLMs.

Johannes Gerstmayr, Sebastian Weyrer, Tobias Möltner et al. · 0 citations