Delays are all you need
When dealing with dynamical systems, one usually faces the problem of partially-observed data. The engineering literature deals a lot with partially-observed linear dynamical systems, but do we have any hope to make predictions when our system is nonlinear? To answer this question, we will have to discuss one of the most amazing results in this context: Takens’s theorem, which actually allows us to give a positive answer to this question.