2008
DOI: 10.1088/1742-5468/2008/10/p10003
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Criticality in diluted ferromagnets

Abstract: We perform a detailed study of the critical behavior of the mean field diluted Ising ferromagnet by analytical and numerical tools. We obtain self-averaging for the magnetization and write down an expansion for the free energy close to the critical line. The scaling of the magnetization is also rigorously obtained and compared with extensive Monte Carlo simulations. We explain the transition from an ergodic region to a non trivial phase by commutativity breaking of the infinite volume limit and a suitable vani… Show more

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Cited by 24 publications
(61 citation statements)
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“…When J > 0 interacting units tend to "imitate" each other. In this ferromagnetic context one can prove that the bipartite topology does not induce any qualitative effects: results are the same (under a proper rescaling) as for the Curie Weiss model; indeed, in this case one can think of bipartition as a particular dilution on the previous fully-connected scheme and we know that (pathological cases apart), dilution does not affect the physical scenario [35][36][37][38]. Differently from low-dimensional systems such as the linear Ising-chains, the Curie-Weiss model admits sharp (eventually discontinuous in the thermodynamic limit) transitions from an empty ( m A = m B = 0) to a completely filled ( m A = m B = 1) configuration as the field h is tuned.…”
Section: The Cooperative Case: Chemical Kineticsmentioning
confidence: 55%
“…When J > 0 interacting units tend to "imitate" each other. In this ferromagnetic context one can prove that the bipartite topology does not induce any qualitative effects: results are the same (under a proper rescaling) as for the Curie Weiss model; indeed, in this case one can think of bipartition as a particular dilution on the previous fully-connected scheme and we know that (pathological cases apart), dilution does not affect the physical scenario [35][36][37][38]. Differently from low-dimensional systems such as the linear Ising-chains, the Curie-Weiss model admits sharp (eventually discontinuous in the thermodynamic limit) transitions from an empty ( m A = m B = 0) to a completely filled ( m A = m B = 1) configuration as the field h is tuned.…”
Section: The Cooperative Case: Chemical Kineticsmentioning
confidence: 55%
“…First, we notice that, the average values stemming from both routes are comparable within the related errors. Moreover, the second route turns out to be more noisy; this result perfectly matches with the fact that, in a Monte Carlo-like simulation, means computed on different graph are less accurate than the ones related to a single realization of network (see e.g., [38]). Anyhow, the numerical path followed in Sec.…”
Section: Appendix B -Technical Details On Numerical Simulationssupporting
confidence: 72%
“…Such random structures, typically modeled by Erdös-Rény (ER) graphs, have attracted a great deal of interest in the last years also due to new tools introduced for their investigation (see e.g. [16,17]).…”
Section: Introductionmentioning
confidence: 99%