Abstract
AbstractA new class of fractional-order parabolic stochastic evolution equations of the form $$(\partial _t + A)^\gamma X(t) = {\dot{W}}^Q(t)$$
(
∂
t
+
A
)
γ
X
(
t
)
=
W
˙
Q
(
t
)
, $$t\in [0,T]$$
t
∈
[
0
,
T
]
, $$\gamma \in (0,\infty )$$
γ
∈
(
0
,
∞
)
, is introduced, where $$-A$$
-
A
generates a $$C_0$$
C
0
-semigroup on a separable Hilbert space H and the spatiotemporal driving noise $${\dot{W}}^Q$$
W
˙
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 $$A:= L^\beta $$
A
:
=
L
β
and $$Q:={\widetilde{L}}^{-\alpha }$$
Q
:
=
L
~
-
α
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–)Matérn fields to space–time.
Funder
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Publisher
Springer Science and Business Media LLC
Subject
Applied Mathematics,Modeling and Simulation,Statistics and Probability
Reference73 articles.
1. Abatangelo, N., Dupaigne, L.: Nonhomogeneous boundary conditions for the spectral fractional Laplacian. Ann. Inst. H. Poincaré Anal. Non Linéaire 34(2), 439–467 (2017)
2. Adams, R.A., Fournier, J.J.F.: Sobolev Spaces, Pure and Applied Mathematics (Amsterdam), vol. 140, 2nd edn. Elsevier/Academic Press, Amsterdam (2003)
3. Alexeeff, S.E., Nychka, D., Sain, S.R., Tebaldi, C.: Emulating mean patterns and variability of temperature across and within scenarios in anthropogenic climate change experiments. Clim. Change 146(3), 319–333 (2018)
4. Angulo, J.M., Kelbert, M.Y., Leonenko, N.N., Ruiz-Medina, M.D.: Spatiotemporal random fields associated with stochastic fractional Helmholtz and heat equations. Stoch. Environ. Res. Risk Assess. 22(suppl. 1), 3–13 (2008)
5. Antil, H., Pfefferer, J., Rogovs, S.: Fractional operators with inhomogeneous boundary conditions: analysis, control, and discretization. Commun. Math. Sci. 16(5), 1395–1426 (2018)
Cited by
1 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献