AI-Powered Model Generation

AI-Powered Model Generation

Automating Instance Models with Large Language Models

Research exploring how Large Language Models (LLMs) can automate the creation of instance models in engineering, reducing manual effort and knowledge barriers.

  • Transforms complex model-based engineering tasks from manual to AI-assisted processes
  • Leverages LLMs to interpret Ecore metamodels and generate corresponding instance models
  • Addresses the significant challenge of requiring both modeling expertise and domain knowledge
  • Represents a significant step toward democratizing model-based engineering

This research offers practical applications for engineering teams by potentially reducing development time, lowering barriers to entry for model-based approaches, and enabling faster system design and analysis workflows.

LLM-enabled Instance Model Generation

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