Manna Sandpile — Stochastic SOC

The Manna model: grains accumulate until a site reaches threshold z≥2, then topples by sending one grain to each of 2 randomly chosen neighbors. Self-organized criticality produces power-law avalanche size distributions P(s) ~ s^{-τ} with τ≈1.27 (Manna universality class).

Total grains: 0
Active sites: 0
Avalanches: 0
Last size:
Largest:
τ (fit):
Manna universality class
τ ≈ 1.27 (2D)
df ≈ 1.79 (fractal dim)
Open BC: grains leave at edges
Physics: Unlike the deterministic Bak-Tang-Wiesenfeld sandpile (τ=1.0 in 2D, non-universal), the stochastic Manna model defines a true universality class. Sites topple when z≥2 by sending grains to two randomly chosen neighbors. This stochasticity breaks the deterministic parity symmetry, producing genuine critical exponents: τ≈1.27 (avalanche size), z≈1.51 (dynamic), d_f≈1.79 (fractal). The model is equivalent to critical spreading of activity in directed percolation with conservation.