Hamiltonian Monte Carlo

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Hamiltonian Monte Carlo achieves O (d^{5/4}) scaling for one effective sample on smooth product targets, vs O (d^{2}) for random-walk Metropolis. Which property of HMC is the primary reason for the speedup?