A Compressive Sampling Approach To Adaptive Multi-Resolution Approximation of Differential Equations With Random Inputs

Behrooz Azarkhalili

In this paper, a novel method to adaptively approximate the solution to stochastic differential equations, which is based on compressive sampling and sparse recovery, is introduced…