The Annals of Probability · 1998 · 232 citations · 11 references
EngineeringMathematicsPhysicsProbability TheoryStochastic ModelingStochastic ProcessesContinuous-time Stochastic ProcessesGaussian ProcessesSpatial Covariance ModelingStochastic CalculusStochastic Differential EquationsWave PropagationCovarianceCovariance FunctionsStochastic IntegralsWave Equation ModelsWhite Noise
We consider the wave equation in two spatial dimensions driven by space–time Gaussian noise that is white in time but has a nondegenerate spatial covariance. We give a necessary and sufficient integral condition on the covariance function of the noise for the solution to the linear form of the equation to be a real-valued stochastic process, rather than a distribution-valued random variable. When this condition is satisfied, we show that not only the linear form of the equation, but also nonlinear versions, have a real-valued process solution. We give stronger sufficient conditions on the spatial covariance for the solution of the linear equation to be continuous, and we provide an estimate of its modulus of continuity.
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Linear Operators. Part I: General Theory.
Paul Civin, Nelson Dunford, J. T. Schwartz · American Mathematical Monthly · 1960 · 2.8K citations
Edward Nelson · Journal of Functional Analysis · 1973 · 543 citations
Long time existence for the wave equation with a noise term
Carl Mueller · The Annals of Probability · 1997 · 63 citations · Full text