Sunday, May 19, 2013

1305.3667 (J. Ye et al.)

Nature vs. Nurture: Predictability in Zero-Temperature Ising Dynamics    [PDF]

J. Ye, J. Machta, C. M. Newman, D. L. Stein
Consider a dynamical many-body system with a random initial state subsequently evolving through stochastic dynamics. What is the relative importance of the initial state ("nature") vs. the realization of the stochastic dynamics ("nurture") in predicting the final state? We examined this question for the two-dimensional Ising ferromagnet following an initial deep quench from T=\infty to T=0. We performed Monte Carlo studies on the overlap between "identical twins" raised in independent dynamical environments, up to size L=500 . Our results suggest an overlap decaying with time as t^{-theta} with theta = 0.22 \pm 0.02. This "heritability exponent" may equal the persistence exponent for the 2D Ising ferromagnet, but the two differ more generally.
View original: http://arxiv.org/abs/1305.3667

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