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Rare Events in Stochastic Partial Differential Equations on Large Spatial Domains

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Abstract

A methodology is proposed for studying rare events in stochastic partial differential equations in systems that are so large that standard large deviation theory does not apply. The idea is to deduce the behavior of the original model by breaking the system into appropriately scaled subsystems that are sufficiently small for large deviation theory to apply but sufficiently large to be asymptotically independent from one another. The methodology is illustrated in the context of a simple one-dimensional stochastic partial differential equation. The application reveals a connection between the dynamics of the partial differential equation and the classical Johnson–Mehl–Avrami–Kolmogorov nucleation and growth model. It also illustrates that rare events are much more likely and predictable in large systems than in small ones due to the extra entropy provided by space.

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Authors and Affiliations

  1. Courant Institute of Mathematical Sciences, New York University, New York, NY, 10012, USA

    Eric Vanden-Eijnden

  2. School of Mathematics, Georgia Institute of Technology, Atlanta, GA, 30332, USA

    Maria G. Westdickenberg

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  1. Eric Vanden-Eijnden
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  2. Maria G. Westdickenberg
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Correspondence to Maria G. Westdickenberg.

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Vanden-Eijnden, E., Westdickenberg, M.G. Rare Events in Stochastic Partial Differential Equations on Large Spatial Domains. J Stat Phys 131, 1023–1038 (2008). https://doi.org/10.1007/s10955-008-9537-8

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  • DOI: https://doi.org/10.1007/s10955-008-9537-8

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