This paper gives the exact solution in terms of the Karhunen–Loève expansion to a fractional stochastic partial differential equation on the unit sphere S2⊂ R3 with fractional Brownian motion as driving noise and with random initial condition given by a fractional stochastic Cauchy problem. A numerical approximation to the solution is given by truncating the Karhunen–Loève expansion. We show the convergence rates of the truncation errors in degree and the mean square approximation errors in time. Numerical examples using an isotropic Gaussian random field as initial condition and simulations of evolution of cosmic microwave background are given to illustrate the theoretical results.
Funding
This research was supported under the Australian Research Council’s Discovery Project DP160101366 and was supported in part by the La Trobe University DRP Grant in Mathematical and Computing Sciences. This research includes extensive computations using the Linux computational cluster Raijin of the National Computational Infrastructure (NCI), which is supported by the Australian Government and La Trobe University.
History
Publication Date
2018-09-01
Journal
Stochastic Environmental Research and Risk Assessment