2 papers
quant-ph2026
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…
quant-ph2025
A nonlinear quantum neural network framework for entanglement engineering
Adriano Macarone-Palmieri, Alberto Ferrara, Rosario Lo Franco
Multipartite entanglement is a crucial resource for quantum technologies; however, its scalable generation in noisy quantum devices remains a significant challenge. Here, we propos…