2012Repository for Publications and Research Data (ETH Zurich)Open access

Covariance structure of parabolic stochastic partial differential equations

Annika Lang, Stig Larsson, Christoph-H. Schwab

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Abstract

In this paper parabolic random partial differential equations and parabolic stochastic partial differential equations driven by a Wiener process are considered. A deterministic, tensorized evolution equation for the second moment and the covariance of the solutions of the parabolic stochastic partial differential equations is derived. Well-posedness of a space-time weak variational formulation of this tensorized equation is established.

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What this paper is about

In this paper parabolic random partial differential equations and parabolic stochastic partial differential equations driven by a Wiener process are considered. A deterministic, tensorized evolution equation for the second moment and the covariance of the solutions of the parabolic stochastic partial differential equations is derived. Well-posedness of a space-time weak variational formulation of this tensorized equation is established.

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Available abstract

In this paper parabolic random partial differential equations and parabolic stochastic partial differential equations driven by a Wiener process are considered. A deterministic, tensorized evolution equation for the second moment and the covariance of the solutions of the parabolic stochastic partial differential equations is derived. Well-posedness of a space-time weak variational formulation of this tensorized equation is established.

Key concepts: Stochastic partial differential equation, Mathematics, Parabolic partial differential equation, Mathematical analysis, First-order partial differential equation, Partial differential equation, Hyperbolic partial differential equation, Covariance

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