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Weak Convergence of a Numerical Method for a Stochastic Heat Equation
Authors:Tony Shardlow
Institution:(1) Department of Mathematics, University of Manchester, Oxford Road, Manchester, M13 9PL, UK
Abstract:Weak convergence with respect to a space of twice continuously differentiable test functions is established for a discretisation of a heat equation with homogeneous Dirichlet boundary conditions in one dimension, forced by a space-time Brownian motion. The discretisation is based on finite differences in space and time, incorporating a spectral approximation in space to the Brownian motion.
Keywords:Partial differential equations  initial-boundary value problems  stochastic partial differential equations
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