2018
DOI: 10.1093/mnras/sty1728
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On the probabilistic approach to the N-body problem

Abstract: This work discusses the main analogies and differences between the deterministic approach underlying most cosmological N-body simulations and the probabilistic interpretation of the problem that is often considered in mathematics and statistical mechanics. In practice, we advocate for averaging over an ensemble of S independent simulations with N particles each in order to study the evolution of the one-point probability density Ψ of finding a particle at a given location of phase space (x , v ) at time t. The… Show more

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Cited by 3 publications
(2 citation statements)
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“…As noted by , gravitational systems are intrinsically inhomogeneous and one important question is whether the number of constituent particles (or stars) suffices for the continuum limit (N → ∞) to accurately describe the evolution of the system over the timescales of interest -see also Romero & Ascasibar (2018). The results of § 7 show that for a finite-N grav-itational system in an external potential the entropy increases significantly after a typical time…”
Section: Meaning Of the Entropy Estimatormentioning
confidence: 98%
“…As noted by , gravitational systems are intrinsically inhomogeneous and one important question is whether the number of constituent particles (or stars) suffices for the continuum limit (N → ∞) to accurately describe the evolution of the system over the timescales of interest -see also Romero & Ascasibar (2018). The results of § 7 show that for a finite-N grav-itational system in an external potential the entropy increases significantly after a typical time…”
Section: Meaning Of the Entropy Estimatormentioning
confidence: 98%
“…For instance, the close Nbody encounters and collective effects due to particle shot noise can have some dramatic, possibly cumulative effects (see, e.g. Aarseth, Lin, & Papaloizou 1988;Kandrup & Smith 1991;Boily, Athanassoula, & Kroupa 2002;Binney 2004;Joyce, Marcos, & Sylos Labini 2009;Colombi et al 2015;Beraldo e Silva et al 2017;Romero & Ascasibar 2018), particularly when initial conditions are cold or close to cold (see, e.g., Melott et al 1997;Melott 2007). While Vlasov codes do not use particles, they are still subject to non trivial numerical effects, because a phasespace grid still remains a discrete representation of the system (see, e.g.…”
Section: Introductionmentioning
confidence: 99%