Discovering state-of-the-art quantum circuits with large language models
- Autores
- Andi Gu, Alek H. Kemeny, Susanne F. Yelin y otro
- Publicado
- arXiv (Cornell University) · 15 oct 2026
- DOI
- 10.48550/arxiv.2610.22367
- Acceso
- abierto
Resumen de los autores
Significant efforts are currently being directed toward the implementation of large-scale quantum information processors, but realizing useful quantum advantage also requires the development of efficient quantum algorithms. While for many practical problems the dominant resource costs are associated with a small set of computational primitives, optimizing them in the quantum setting presents unique challenges, including a reversibility constraint absent from ordinary classical computation. Here we introduce an evolutionary framework in which large language models (LLMs) propose circuit…
Lo enlaza: The Quantum Insider