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      Mean-field models with short-range correlations

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          Abstract

          Given an arbitrary finite dimensional Hamiltonian H_0, we consider the model H=H_0+\Delta H, where \Delta H is a generic fully connected interaction. By using the strong law of large numbers we easily prove that, for all such models, a generalized Curie-Weiss mean-field equation holds. Unlike traditional mean-field models the term H_0 gives rise to short-range correlations and, furthermore, when H_0 has negative couplings, first-order phase transitions and inverse transition phenomena may take place even when only two-body interactions are present. The dependence from a non uniform external field and finite size effects are also explicitly calculated. Partially, these results were derived long ago by using min-max principles but remained almost unknown.

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          New Type of Phase Transition

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            Systematic Series Expansions for Processes on Networks

            We use series expansions to study dynamics of equilibrium and non-equilibrium systems on networks. This analytical method enables us to include detailed non-universal effects of the network structure. We show that even low order calculations produce results which compare accurately to numerical simulation, while the results can be systematically improved. We show that certain commonly accepted analytical results for the critical point on networks with a broad degree distribution need to be modified in certain cases due to disassortativity; the present method is able to take into account the assortativity at sufficiently high order, while previous results correspond to leading and second order approximations in this method. Finally, we apply this method to real-world data.
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              Multicritical susceptibility sum rules

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                Author and article information

                Journal
                02 December 2011
                2012-03-16
                Article
                10.1209/0295-5075/97/50008
                1112.0395
                43694992-973a-44f4-970d-1270575f410f

                http://arxiv.org/licenses/nonexclusive-distrib/1.0/

                History
                Custom metadata
                60F15, 82Bxx
                EPL 97, 50008 (2012)
                7 pages, 1 figure
                cond-mat.stat-mech cond-mat.dis-nn math.PR

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