Literature DB >> 19518691

Localization of the maximal entropy random walk.

Z Burda1, J Duda, J M Luck, B Waclaw.   

Abstract

We define a new class of random walk processes which maximize entropy. This maximal entropy random walk is equivalent to generic random walk if it takes place on a regular lattice, but it is not if the underlying lattice is irregular. In particular, we consider a lattice with weak dilution. We show that the stationary probability of finding a particle performing maximal entropy random walk localizes in the largest nearly spherical region of the lattice which is free of defects. This localization phenomenon, which is purely classical in nature, is explained in terms of the Lifshitz states of a certain random operator.

Year:  2009        PMID: 19518691     DOI: 10.1103/PhysRevLett.102.160602

Source DB:  PubMed          Journal:  Phys Rev Lett        ISSN: 0031-9007            Impact factor:   9.161


  17 in total

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2.  Joint Estimation of Effective Brain Wave Activation Modes Using EEG/MEG Sensor Arrays and Multimodal MRI Volumes.

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6.  A Unified Theory of Neuro-MRI Data Shows Scale-Free Nature of Connectivity Modes.

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7.  JEDI: Joint Estimation Diffusion Imaging of macroscopic and microscopic tissue properties.

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Authors:  Oriol Artime; Manlio De Domenico
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2022-05-23       Impact factor: 4.019

9.  Simultaneous multi-scale diffusion estimation and tractography guided by entropy spectrum pathways.

Authors:  Vitaly L Galinsky; Lawrence R Frank
Journal:  IEEE Trans Med Imaging       Date:  2014-12-18       Impact factor: 10.048

10.  Mean first-passage time for maximal-entropy random walks in complex networks.

Authors:  Yuan Lin; Zhongzhi Zhang
Journal:  Sci Rep       Date:  2014-06-20       Impact factor: 4.379

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