The field of mathematics known as dynamical systems theory has seen great progress in recent years. A number of techniques have been developed for computation of dynamical systems structures based on a data set of a given flow, specifically Distinguished Hyperbolic Trajectories (DHTs) and their invariant manifolds. In this project, algorithms in MATLAB have been successfully implemented and applied to a number of test problems, as well as to the ...