Quantum Circuit Generation via test-time learning with large language models

Adriano Macarone-Palmieri, Rosario Lo Franco

Deploying large language models (LLMs) as optimizers for black-box scientific design problems requires efficient test-time refinement under expensive evaluations and without traini…