AINeutralarXiv – CS AI · 8h ago6/10
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Rethinking Scientific Modeling: Toward Physically Consistent and Simulation-Executable Programmatic Generation
Researchers propose a framework for generating physically consistent structural engineering code using large language models, introducing CivilInstruct dataset and MBEval benchmark to reduce hallucinations and ensure simulation-ready outputs. The approach combines domain knowledge, constraint-oriented alignment, and verification-driven evaluation to overcome current limitations in automated building modeling.