Evolutionary Discovery of Bivariate Bicycle Codes with LLM-Guided Search 事件

Evolutionary Discovery of Bivariate Bicycle Codes with LLM-Guided Search arXiv:2606.02418v1 Announce Type: cross Abstract: Quantum LDPC code discovery requires searching large algebraic design spaces while reliably certifying the parameters and equivalence classes of any candidates found. We introduce an LLM-guided evolutionary workflow in which language models mutate Python programs that generate bivariate-bicycle and perturbed bivariate-bicycle code ans\"atze. Across five campaigns, the syste