Higher order Hamiltonian Monte Carlo sampling for cosmological large-scale structure analysis
We investigate higher order symplectic integration strategies within Bayesian cosmic density field reconstruction methods. In particular, we study the fourth-order discretization of Hamiltonian equations of motion (EoM). This is achieved by recursively applying the basic second-order leap-frog scheme (considering the single evaluation of the EoM)
Hernández-Sánchez, Mónica et al.
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4
2021