Active Model B+ exhibits mean-field critical scaling identical to AMB and supercritical coarsening with logarithmic corrections to t^{1/3} growth that are suppressed by active currents, leading to arrested microphase separation.
Cardy,Scaling and Renormalization in Statistical Physics(Cambridge University Press, 1996)
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A statistical mixture of Tanh and Swish activations with critical mixing fraction p_c induces a continuous phase transition to scale-invariant signal propagation in deep networks while preserving smoothness.
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Critical scaling and supercritical coarsening in Active Model B+
Active Model B+ exhibits mean-field critical scaling identical to AMB and supercritical coarsening with logarithmic corrections to t^{1/3} growth that are suppressed by active currents, leading to arrested microphase separation.
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Competing nonlinearities, criticality, and order-to-chaos transition in deep networks
A statistical mixture of Tanh and Swish activations with critical mixing fraction p_c induces a continuous phase transition to scale-invariant signal propagation in deep networks while preserving smoothness.