Critical density of the Abelian Manna model via a multitype branching process
File(s)1902.07793.pdf (359.97 KB)
Accepted version
Author(s)
Wei, Nanxin
Pruessner, Gunnar
Type
Journal Article
Abstract
A multitype branching process is introduced to mimic the evolution of the avalanche activity and determine the critical density of the Abelian Manna model. This branching process incorporates partially the spatiotemporal correlations of the activity, which are essential for the dynamics, in particular in low dimensions. An analytical expression for the critical density in arbitrary dimensions is derived, which significantly improves the results over mean-field theories, as confirmed by comparison to the literature on numerical estimates from simulations. The method can easily be extended to lattices and dynamics other than those studied in the present work.
Date Issued
2019-09-11
Date Acceptance
2019-09-01
Citation
Physical Review E: Statistical, Nonlinear, and Soft Matter Physics, 2019, 100 (3), pp.1-6
ISSN
1539-3755
Publisher
American Physical Society
Start Page
1
End Page
6
Journal / Book Title
Physical Review E: Statistical, Nonlinear, and Soft Matter Physics
Volume
100
Issue
3
Copyright Statement
©2019 American Physical Society.
Sponsor
Engineering and Physical Sciences Research Council
Identifier
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000485200200001&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=1ba7043ffcc86c417c072aa74d649202
Grant Number
EP/P504953/1
Subjects
Science & Technology
Physical Sciences
Physics, Fluids & Plasmas
Physics, Mathematical
Physics
SELF-ORGANIZED CRITICALITY
PHASE-TRANSITIONS
SANDPILE
UNIVERSALITY
Publication Status
Published
Article Number
ARTN 032116
Date Publish Online
2019-09-11