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arxiv: 1410.1581 · v1 · pith:TBYENPNTnew · submitted 2014-10-06 · 🧮 math.PR

Smoothness of the joint density for spatially homogeneous SPDEs

classification 🧮 math.PR
keywords densityhomogeneoussmoothnessassumingassumptionscalculusclassconsider
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In this paper we consider a general class of second order stochastic partial differential equations on $\mathbb{R}^d$ driven by a Gaussian noise which is white in time and it has a homogeneous spatial covariance. Using the techniques of Malliavin calculus we derive the smoothness of the density of the solution at a fixed number of points $(t,x_1), \dots, (t,x_n)$, $t>0$, assuming some suitable regularity and non degeneracy assumptions. We also prove that the density is strictly positive in the interior of the support of the law.

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