This research enables engineers to create complex simulation setups using natural language instructions instead of specialized expertise.

• Simplifies workflow for simulation platforms like COMSOL and ANSYS
• Reduces technical barriers by translating plain language to geometry files
• Leverages small LLMs to generate appropriate input files for specific applications
• Enhances accessibility of advanced simulation tools for a broader range of engineers

This innovation significantly reduces the expertise required for defining geometries, generating meshes, and establishing boundary conditions in engineering simulations, potentially accelerating design and testing processes across multiple engineering disciplines.

The Power of Small LLMs in Geometry Generation for Physical Simulations