Stochastic Gradient Descent for Semilinear Elliptic Equations with Uncertainties

Ting Wang, Jaroslaw Knap

Randomness is ubiquitous in modern engineering. The uncertainty is often modeled as random coefficients in the differential equations that describe the underlying physics. In this…