Mechanisms of evolution of avalanches in regular graphs

Thomas P. Handford, Francisco J. Perez-Reche, Sergei N. Taraskin

Research output: Contribution to journalArticle

9 Citations (Scopus)

Abstract

A mapping of avalanches occurring in the zero-temperature random-field Ising model to life periods of a population experiencing immigration is established. Such a mapping allows the microscopic criteria for the occurrence of an infinite avalanche in a q-regular graph to be determined. A key factor for an avalanche of spin flips to become infinite is that it interacts in an optimal way with previously flipped spins. Based on these criteria, we explain why an infinite avalanche can occur in q-regular graphs only for q>3 and suggest that this criterion might be relevant for other systems. The generating function techniques developed for branching processes are applied to obtain analytical expressions for the durations, pulse shapes, and power spectra of the avalanches. The results show that only very long avalanches exhibit a significant degree of universality.
Original languageEnglish
Article number 062122
Number of pages10
JournalPhysical Review. E, Statistical, Nonlinear and Soft Matter Physics
Volume87
Issue number6
DOIs
Publication statusPublished - Jun 2013

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Avalanche
Regular Graph
avalanches
Immigration
Branching process
Flip
Temperature Field
Power Spectrum
Random Field
Ising model
Ising Model
Universality
Generating Function
power spectra
pulse duration
occurrences
Zero

Cite this

Mechanisms of evolution of avalanches in regular graphs. / Handford, Thomas P.; Perez-Reche, Francisco J.; Taraskin, Sergei N.

In: Physical Review. E, Statistical, Nonlinear and Soft Matter Physics, Vol. 87, No. 6, 062122, 06.2013.

Research output: Contribution to journalArticle

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