Data-driven reconstruction of dynamical systems using Takens' Theorem, manifold learning, and universal function approximators

Maximilian Topel, Andrew L. Ferguson

Embedding theorems can be used to provide theoretical guarantees about the relation between low-dimensional observations of a system and its full-dimensional state and dynamics. Su…