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Composite Bound States and Broken U(1) symmetry in the Chemical Master Equation derivation of the Gray-Scott Model

Published 19 Oct 2013 in cond-mat.stat-mech | (1310.5243v1)

Abstract: We give a first principles derivation of the stochastic partial differential equations that describe the chemical reactions of the Gray-Scott model (GS): U+2V→λ3V;U+2V {\stackrel {\lambda}{\rightarrow}} 3 V; and V→μPV {\stackrel {\mu}{\rightarrow}} P, U→νQU {\stackrel {\nu}{\rightarrow}} Q, with a constant feed rate for UU. We find that the conservation of probability ensured by the chemical master equation leads to a modification of the usual differential equations for the GS model which now involves two composite fields and also intrinsic noise terms. One of the composites is ψ1=ϕv<sup>2\psi_1 = \phi_v<sup>2, where $ &lt; \phi_v &gt;<em>{\eta} = v$ is the concentration of the species VV and the averaging is over the internal noise η</em>u,v,ψ1\eta</em>{u,v,\psi_1}. The second composite field is the product of three fields χ=λϕuϕv<sup>2 \chi = \lambda \phi_u \phi_v<sup>2 and requires a noise source to ensure probability conservation. A third composite ψ2=ϕuϕv\psi_2 = \phi_{u} \phi_{v} can be also be identified from the noise-induced reactions. The Hamiltonian that governs the time evolution of the many-body wave function, associated with the master equation, has a broken U(1) symmetry related to particle number conservation. By expanding around the (broken symmetry) zero energy solution of the Hamiltonian (by performing a Doi shift) one obtains from our path integral formulation the usual reaction diffusion equation, at the classical level. The Langevin equations that are derived from the chemical master equation have multiplicative noise sources for the density fields ϕu,ϕv,χ\phi_u, \phi_v, \chi that induce higher order processes such as n→nn \rightarrow n scattering for $n &gt; 3$. The amplitude of the noise acting on ϕv \phi_v is itself stochastic in nature.

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