Published February 28, 2019
| Version v1
Journal article
Continuum Approximations to Systems of Correlated Interacting Particles
- 1. The Pennsylvania State University, Department of Mathematics (United States)
- 2. University of Maryland, Department of Mathematics (United States)
Description
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.
Additional details
Identifiers
Publishing Information
- Journal Title
- Journal of Statistical Physics
- Journal Volume
- 174
- Journal Issue
- 4
- Journal Page Range
- p. 808-829
- ISSN
- 0022-4715
- CODEN
- JSTPBS
INIS
- Country of Publication
- United States
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 54086780
- Subject category
- S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS;
- Descriptors DEI
- BBGKY EQUATION; COMPUTERIZED SIMULATION; MEAN-FIELD THEORY; MONTE CARLO METHOD; RANDOMNESS
- Descriptors DEC
- CALCULATION METHODS; DIFFERENTIAL EQUATIONS; EQUATIONS; SIMULATION
Optional Information
- Copyright
- Copyright (c) 2019 Springer Science+Business Media, LLC, part of Springer Nature