48 citations · 139 across the 8 of their papers we have counts for
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astro-ph.CO2019★ 9 cited
Higher Order Hamiltonian Monte Carlo Sampling for Cosmological Large-Scale Structure Analysis
Mónica Hernández-Sánchez, Francisco-Shu Kitaura, Metin Ata +1
We investigate higher order symplectic integration strategies within Bayesian cosmic density field reconstruction methods. In particular, we study the fourth-order discretisation o…
astro-ph.CO2019★ 48 cited
COSMIC BIRTH: Efficient Bayesian Inference of the Evolving Cosmic Web from Galaxy Surveys
Francisco-Shu Kitaura, Metin Ata, Sergio A. Rodriguez-Torres +3
We present COSMIC BIRTH: COSMological Initial Conditions from Bayesian Inference Reconstructions with THeoretical models: an algorithm to reconstruct the primordial and evolved cos…