Dr. Dongbin Xiu: Sensitivity Analysis and Polynomial Chaos for Differential Equations - Parts 1,2,3 and 4

This lecture will focus on numerical algorithms for stochastic simulations, with an emphasis on the methods based on generalized polynomial chaos methodology. Both the mathematical framework and the technical details will be examined, along with performance comparisons and implementation issues for practical complex systems.