Tool-Augmented Agent for Closed-loop Optimization,Simulation,and Modeling Orchestration

In three linesCOSMO-Agent, a tool-augmented RL framework, trains LLMs to orchestrate iterative CAD-CAE processes. The system learns to generate parametric geometry, solve simulations, and revise designs under multiple constraints. Industry-aligned dataset covering 25 component categories. Trained small LLMs outperform large open-source and closed-source models in feasibility and stability.

Summary generated by Claude — human-verified