Regularity theory for a new class of fractional parabolic stochastic evolution equations

被引:1
|
作者
Kirchner, Kristin [1 ]
Willems, Joshua [1 ]
机构
[1] Delft Univ Technol, Delft Inst Appl Math, POB 5031, NL-2600 GA Delft, Netherlands
基金
荷兰研究理事会;
关键词
Spatiotemporal Gaussian processes; Matern covariance; Nonlocal space-time differential operators; Mild solution; Mean-square differentiability; Strongly continuous semigroups; PARTIAL-DIFFERENTIAL-EQUATIONS; COVARIANCE FUNCTIONS; BOUNDARY-CONDITIONS; RANDOM-FIELDS; SPACE; STATIONARY; NONSTATIONARY; MODELS; FOREST;
D O I
10.1007/s40072-023-00316-7
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
A new class of fractional-order parabolic stochastic evolution equations of the form (partial derivative(t) +A)(gamma) X (t) = W-center dot( Q)(t), t is an element of [0, T], gamma is an element of (0, infinity), is introduced, where -A generates a C-0-semigroup on a separable Hilbert space H and the spatiotemporal driving noise W-center dot (Q) is the formal time derivative of an H-valued cylindrical Q-Wiener process. Mild and weak solutions are defined; these concepts are shown to be equivalent and to lead to well-posed problems. Temporal and spatial regularity of the solution process X are investigated, the former being measured by mean-square or pathwise smoothness and the latter by using domains of fractional powers of A. In addition, the covariance of X and its long-time behavior are analyzed. These abstract results are applied to the cases when A := L-beta and Q := L-alpha are fractional powers of symmetric, strongly elliptic second-order differential operators defined on (i) bounded Euclidean domains or (ii) smooth, compact surfaces. In these cases, the Gaussian solution processes can be seen as generalizations of merely spatial (Whittle-)Mat & eacute;rn fields to space-time.
引用
收藏
页码:1805 / 1854
页数:50
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