We explore the connection between self-organized criticality and phase transitions in models with absorbing states. Sandpile models are found to exhibit criticality only when a pair of relevant parameters — dissipation [Formula Presented] and driving field [Formula Presented] — are set to their critical values. The critical values of [Formula Presented] [Formula Presented] are both equal to zero. The first result is due to the absence of saturation (no bound on energy) in the sandpile model, while the second result is common to other absorbing-state transitions. The original definition of the sandpile model places it at the point [Formula Presented] it is critical by definition. We argue power-law avalanche distributions are a general feature of models with infinitely many absorbing configurations, when they are subject to slow driving at the critical point. Our assertions are supported by simulations of the sandpile at [Formula Presented] and fixed energy density [Formula Presented] (no drive, periodic boundaries), and of the slowly driven pair contact process. We formulate a field theory for the sandpile model, in which the order parameter is coupled to a conserved energy density, which plays the role of an effective creation rate.

Self-organized criticality as an absorbing-state phase transition / R. Dickman, A. Vespignani, S. Zapperi. - In: PHYSICAL REVIEW E. - ISSN 1063-651X. - 57:5(1998 May 01), pp. 5095-5105. [10.1103/PhysRevE.57.5095]

Self-organized criticality as an absorbing-state phase transition

S. Zapperi
1998

Abstract

We explore the connection between self-organized criticality and phase transitions in models with absorbing states. Sandpile models are found to exhibit criticality only when a pair of relevant parameters — dissipation [Formula Presented] and driving field [Formula Presented] — are set to their critical values. The critical values of [Formula Presented] [Formula Presented] are both equal to zero. The first result is due to the absence of saturation (no bound on energy) in the sandpile model, while the second result is common to other absorbing-state transitions. The original definition of the sandpile model places it at the point [Formula Presented] it is critical by definition. We argue power-law avalanche distributions are a general feature of models with infinitely many absorbing configurations, when they are subject to slow driving at the critical point. Our assertions are supported by simulations of the sandpile at [Formula Presented] and fixed energy density [Formula Presented] (no drive, periodic boundaries), and of the slowly driven pair contact process. We formulate a field theory for the sandpile model, in which the order parameter is coupled to a conserved energy density, which plays the role of an effective creation rate.
Reggeon field-theory; critical-behavior; cellular-automata; 2 dimensions; avalanches; sytems; dynamics; lattice; models; noise
Settore FIS/02 - Fisica Teorica, Modelli e Metodi Matematici
Settore FIS/03 - Fisica della Materia
1-mag-1998
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/656465
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