TY - JOUR
T1 - Continuum Approximations to Systems of Correlated Interacting Particles
AU - Berlyand, Leonid
AU - Creese, Robert
AU - Jabin, Pierre Emmanuel
AU - Potomkin, Mykhailo
N1 - Funding Information:
Acknowledgements PEJ was partially supported by NSF Grant 1614537, and NSF Grant RNMS (Ki-Net) 1107444. LB and MP were supported by NSF DMREF Grant DMS-1628411.
Publisher Copyright:
© 2018, Springer Science+Business Media, LLC, part of Springer Nature.
PY - 2019/2/28
Y1 - 2019/2/28
N2 - We consider a system of interacting particles with random initial conditions. Continuum approximations of the system, based on truncations of the BBGKY hierarchy, are described and simulated for various initial distributions and types of interaction. Specifically, we compare the mean field approximation (MFA), the Kirkwood superposition approximation (KSA), and a recently developed truncation of the BBGKY hierarchy (the truncation approximation—TA). We show that KSA and TA perform more accurately than MFA in capturing approximate distributions (histograms) obtained from Monte Carlo simulations. Furthermore, TA is more numerically stable and less computationally expensive than KSA.
AB - We consider a system of interacting particles with random initial conditions. Continuum approximations of the system, based on truncations of the BBGKY hierarchy, are described and simulated for various initial distributions and types of interaction. Specifically, we compare the mean field approximation (MFA), the Kirkwood superposition approximation (KSA), and a recently developed truncation of the BBGKY hierarchy (the truncation approximation—TA). We show that KSA and TA perform more accurately than MFA in capturing approximate distributions (histograms) obtained from Monte Carlo simulations. Furthermore, TA is more numerically stable and less computationally expensive than KSA.
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U2 - 10.1007/s10955-018-2205-8
DO - 10.1007/s10955-018-2205-8
M3 - Article
AN - SCOPUS:85058472958
SN - 0022-4715
VL - 174
SP - 808
EP - 829
JO - Journal of Statistical Physics
JF - Journal of Statistical Physics
IS - 4
ER -