{ "id": "cond-mat/0305425", "version": "v2", "published": "2003-05-19T05:33:26.000Z", "updated": "2003-10-02T02:50:51.000Z", "title": "Sandpile on Scale-Free Networks", "authors": [ "K. -I. Goh", "D. -S. Lee", "B. Kahng", "D. Kim" ], "comment": "4 pages, 3 figures, 1 table, revtex4, final version appeared in PRL", "journal": "Phys. Rev. Lett. 91, 148701 (2003)", "doi": "10.1103/PhysRevLett.91.148701", "categories": [ "cond-mat.stat-mech" ], "abstract": "We investigate the avalanche dynamics of the Bak-Tang-Wiesenfeld (BTW) sandpile model on scale-free (SF) networks, where threshold height of each node is distributed heterogeneously, given as its own degree. We find that the avalanche size distribution follows a power law with an exponent $\\tau$. Applying the theory of multiplicative branching process, we obtain the exponent $\\tau$ and the dynamic exponent $z$ as a function of the degree exponent $\\gamma$ of SF networks as $\\tau=\\gamma/(\\gamma-1)$ and $z=(\\gamma-1)/(\\gamma-2)$ in the range $2 < \\gamma < 3$ and the mean field values $\\tau=1.5$ and $z=2.0$ for $\\gamma >3$, with a logarithmic correction at $\\gamma=3$. The analytic solution supports our numerical simulation results. We also consider the case of uniform threshold, finding that the two exponents reduce to the mean field ones.", "revisions": [ { "version": "v2", "updated": "2003-10-02T02:50:51.000Z" } ], "analyses": { "keywords": [ "scale-free networks", "mean field values", "analytic solution supports", "avalanche size distribution", "power law" ], "tags": [ "journal article" ], "publication": { "publisher": "APS", "journal": "Phys. Rev. Lett." }, "note": { "typesetting": "RevTeX", "pages": 4, "language": "en", "license": "arXiv", "status": "editable" } } }