Integrating large language models for automated structural analysis

Short summary

A new framework using domain-specific prompts and in-context learning enables Large Language Models (LLMs) to perform fully automated structural analysis from text descriptions to model outputs, achieving 100% accuracy with GPT-5.4 and GPT-4o on a benchmark dataset.

AI-generated from the title and abstract; the full text is not read.