Synergy of Large Language Model and Model Driven Engineering for
  Automated Development of Centralized Vehicular Systems
Nenad Petrovic Fengjunjie Pan Krzysztof Lebioda Vahid Zolfaghari Sven Kirchner Nils Purschke Muhammad Aqib Khan Viktor Vorobev Alois Knoll
We present a prototype of a tool leveraging the synergy of model driven
engineering (MDE) and Large Language Models (LLM) for the purpose of software
development process automation in the automotive industry. In this approach,
the user-provided input is free form textual requirements, which are first
translated to Ecore model instance representation using an LLM, which is
afterwards checked for consistency using Object Constraint Language (OCL)
rules. After successful consistency check, the model instance is fed as input
to another LLM for the purpose of code generation. The generated code is
evaluated in a simulated environment using CARLA simulator connected to an
example centralized vehicle architecture, in an emergency brake scenario.