Autoencoders for discovering manifold dimension and coordinates in data from complex dynamical systems

Kevin Zeng, Carlos E. Pérez De Jesús, Andrew J. Fox +1

While many phenomena in physics and engineering are formally high-dimensional, their long-time dynamics often live on a lower-dimensional manifold. The present work introduces an a…