Let
(1)
be the Hamiltonian. The Hamiltonian Monte Carlo proposal is accepted with the Metropolis–Hastings acceptance probability
(2)
The leapfrog map is volume preserving and reversible after momentum reversal, so no proposal-density Jacobian appears.

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