quant-ph · 2026-06-24 · No. 33
Quantum Physics, 2026-06-24.
1 new papers in quant-ph. Titles, authors,
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01 — The papers
1 entries-
01
Large-Language-Model Discovery of Quantum LDPC Codes through Structured Concept Evolution
Zidu Liu, Florian Marquardt
quant-ph · cs.AI
Quantum computers could outperform classical machines on important problems, but only if the errors that pervade quantum hardware can be corrected at scale. Quantum low-density parity-check (qLDPC) codes offer a promising route to this goal by combining sparse parity checks with finite encoding rate and growing distance, but their construction remains a challenging discrete design problem. Here we introduce structured concept evolution (SCE),...
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