Nhmc

New preprint — arXiv:2607.15682 — Neural Non-Equilibrium Hamiltonian Monte Carlo for Corrected Boltzmann Sampling. Building on the path-space correction idea behind SPS, NHMC learns stochastic Hamiltonian paths and introduces a proved shared-bridge round-trip Metropolis correction.新预印本 arXiv:2607.15682 —— Neural Non-Equilibrium Hamiltonian Monte Carlo for Corrected Boltzmann Sampling。在 SPS 路径空间修正思路的基础上，NHMC 学习随机 Hamiltonian 路径，并给出经过证明的共享桥接点 round-trip Metropolis 修正。