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A. Stefanone

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Open access Jul 2026

LLM-Based Formalization of Engineering Requirements into Ontology-Constrained Knowledge Graphs

Results indicate that ontology-constrained LLM pipelines can support the formalization of engineering requirements into semantically explicit graph representations that are suitable for downstream querying, validation, and analysis.

A. Stefanone, M. Rossoni, Giorgio Colombo · Journal of Mechanical Design · 0 citations