A closed-loop LLM multi-agent framework generates automotive concept renderings and immediately evaluates them with a surrogate drag prediction model.
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A Closed-Loop Multi-Agent Framework for Aerodynamics-Aware Automotive Styling Design
A closed-loop LLM multi-agent framework generates automotive concept renderings and immediately evaluates them with a surrogate drag prediction model.