Author

Dongheng Qian

2 papers indexed here

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Review Aug 2026

Multi-agent discovery of practical quantum LDPC codes

Quantum low-density parity-check (qLDPC) codes can encode multiple logical qubits using sparse parity checks, yet searching for useful finite-length instances remains a challenging design problem because code performance must be optimized while satisfying practical constraints. Motivated by recent advances in artificia...

Dongheng Qian, Tian-Yi Li · 3 citations · ⚡1

Preprint Aug 2026

Machine learning reveals common features of unconventional superconductors with high transition temperatures

Using interpretable machine learning to uncover a common materials-space signature of high-$T_{\mathrm{c}}$ unconventional superconductors and develop a data-driven strategy for materials discovery, a unified feature representation for each material is constructed.

Haosheng Xu, Dongheng Qian, Yi-Jun Yu et al. · 0 citations