X.-Y. Lu

A Role-Specialized Retrieval-Augmented Generation Framework for Automated Compliance Checking in Structural Engineering

Automated code compliance checking in structural engineering remains difficult because practical systems must balance accuracy, maintainability, and deployment cost. Pure prompting with large language models is prone to hallucination and unstable numerical judgment, conventional retrieval-augmented generation may fail...