">Neal (<a href="#ref-Neal:2011" role="doc-biblioref">2011</a>)</span> for more details). It uses an
approximate Hamiltonian dynamics simulation based on numerical
integration which is then corrected by performing a Metropolis
acceptance step.</p>
<p>This section translates the presentation of HMC by
<span class="citation">Betancourt and Girolami (<a href="#ref-Betancourt-Girolami:2013" role="doc-biblioref">2013</a>)</span> into the notation of <span class="citation">Gelman et al. (<a href="#ref-GelmanEtAl: