Uncertainty Propagation using Polynomial Chaos

Objectives

• Understand what are Hilbert spaces and orthonormal sets of functions.

• Understand what is a polynomial chaos expansion.

• Use polynomial chaos expansions to solve (low-dimensional) stochastic differential equations.