An LLM-driven evolutionary search, LLM-PSO, finds near-optimal airfoil and Stokes-flow body shapes on two benchmarks, generally converging faster than classical optimizers.
Shape optimization of a fan- shaped hole to enhance film-cooling effectiveness,
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Using Large Language Models for Parametric Shape Optimization
An LLM-driven evolutionary search, LLM-PSO, finds near-optimal airfoil and Stokes-flow body shapes on two benchmarks, generally converging faster than classical optimizers.