Quantum Gibbs Sampling in Infinite Dimensions: Generation, Mixing Times and Circuit Implementation
The paper develops a rigorous method for Gibbs sampling quantum states in infinite-dimensional systems with unbounded Hamiltonians. It establishes convergence guarantees using Dirichlet forms, identifies a trade-off between hardware implementability and convergence, and provides finite-dimensional approximation schemes to make the dynamics practical on qubits.