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Stretched-exponential behavior and random walks on diluted hypercubic lattices

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Autor(es):
Lemke, N. ; Campbell, Ian A.
Número total de Autores: 2
Tipo de documento: Artigo Científico
Fonte: Physical Review E; v. 84, n. 4, p. 6-pg., 2011-10-18.
Resumo

Diffusion on a diluted hypercube has been proposed as a model for glassy relaxation and is an example of the more general class of stochastic processes on graphs. In this article we determine numerically through large-scale simulations the eigenvalue spectra for this stochastic process and calculate explicitly the time evolution for the autocorrelation function and for the return probability, all at criticality, with hypercube dimensions N up to N = 28. We show that at long times both relaxation functions can be described by stretched exponentials with exponent 1/3 and a characteristic relaxation time which grows exponentially with dimension N. The numerical eigenvalue spectra are consistent with analytic predictions for a generic sparse network model. (AU)

Processo FAPESP: 09/10382-2 - Aprendizado de máquina em biologia molecular de sistemas
Beneficiário:Ney Lemke
Modalidade de apoio: Auxílio à Pesquisa - Regular