Manifold learning of Poincaré sections reveals the topology of high-dimensional chaotic flows

Evangelos Siminos

It is shown that applying manifold learning techniques to Poincaré sections of high-dimensional, chaotic dynamical systems can uncover their low-dimensional topological organizatio…