Quantum decoders enable Gibbs state preparation at lower temperatures than classical methods. QD-HDQI algorithm achieves quantum advantage for certain Hamiltonians using channel-coding perspective with symplectic codes.

Quantum decoders enable Gibbs state preparation at lower temperatures than classical methods. QD-HDQI algorithm achieves quantum advantage for certain Hamiltonians using channel-coding perspective with symplectic codes.
Novel quantum algorithm for Gibbs state preparation reduces to classical sampling, enabling efficient computation in low-temperature and topological regimes (like Toric code) previously inaccessible to quantum computers.