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MULTIBODY INTERACTIONS IN COARSE-GRAINING SCHEMES FOR EXTENDED SYSTEMS.

Authors :
Are, Sasanka
Katsoulakis, Markos A.
Plecháč, Petr
Rey-Bellet, Luc
Source :
SIAM Journal on Scientific Computing; 2009, Vol. 31 Issue 2, p987-1015, 29p, 1 Diagram, 3 Charts, 8 Graphs
Publication Year :
2009

Abstract

In this paper we address the role of multibody interactions for the coarse-grained approximation of stochastic lattice systems. Such interaction potentials are often not included in coarse-graining schemes, as they can be computationally expensive. The multibody interactions are obtained from the error expansion of the reference measure which is, in many cases, chosen as a Gibbs measure corresponding to a local mean-field approximation. We identify the parameter ϵ that characterizes the level of approximation and its relation to the underlying interaction potential. The error analysis suggests strategies to overcome the computational costs due to evaluations of multibody interactions by additional approximation steps with controlled errors. We present numerical examples demonstrating that the inclusion of multibody interactions shows substantial improvement in dynamical simulations, e.g., of rare events and metastability in phase transitions regimes. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10648275
Volume :
31
Issue :
2
Database :
Complementary Index
Journal :
SIAM Journal on Scientific Computing
Publication Type :
Academic Journal
Accession number :
37325268
Full Text :
https://doi.org/10.1137/080713276