Maximal $L^p$-regularity for stochastic evolution equations (1101.3504v4)
Abstract: We prove maximal $Lp$-regularity for the stochastic evolution equation [{{aligned} dU(t) + A U(t)\, dt& = F(t,U(t))\,dt + B(t,U(t))\,dW_H(t), \qquad t\in [0,T], U(0) & = u_0, {aligned}.] under the assumption that $A$ is a sectorial operator with a bounded $H\infty$-calculus of angle less than $\frac12\pi$ on a space $Lq(\mathcal{O},\mu)$. The driving process $W_H$ is a cylindrical Brownian motion in an abstract Hilbert space $H$. For $p\in (2,\infty)$ and $q\in [2,\infty)$ and initial conditions $u_0$ in the real interpolation space $\XAp $ we prove existence of unique strong solution with trajectories in [Lp(0,T;\Dom(A))\cap C([0,T];\XAp),] provided the non-linearities $F:[0,T]\times \Dom(A)\to Lq(\mathcal{O},\mu)$ and $B:[0,T]\times \Dom(A) \to \g(H,\Dom(A{\frac12}))$ are of linear growth and Lipschitz continuous in their second variables with small enough Lipschitz constants. Extensions to the case where $A$ is an adapted operator-valued process are considered as well. Various applications to stochastic partial differential equations are worked out in detail. These include higher-order and time-dependent parabolic equations and the Navier-Stokes equation on a smooth bounded domain $\OO\subseteq \Rd$ with $d\ge 2$. For the latter, the existence of a unique strong local solution with values in $(H{1,q}(\OO))d$ is shown.