AI-Powered Automotive Metamodeling

AI-Powered Automotive Metamodeling

Using LLMs to Automate Domain-Specific Model Creation

This research introduces an automated approach to creating automotive domain models using GPT-4o, streamlining a traditionally manual and complex process.

  • Converts automotive requirements directly into Ecore metamodels
  • Implements an iterative refinement process for model accuracy
  • Visualizes results using PlantUML notation for improved accessibility
  • Deployed as a web service for practical industry application

Industry Impact: This approach significantly reduces the engineering effort required for automotive system modeling and standardization, enabling faster development cycles and improved collaboration between technical teams.

LLM-based Iterative Approach to Metamodeling in Automotive

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