Parameter Inference of Time Series by Delay Embeddings and Learning Differentiable Operators

Alex Tong Lin, Adrian S. Wong, Robert Martin +2

We provide a method to identify system parameters of dynamical systems, called ID-ODE -- Inference by Differentiation and Observing Delay Embeddings. In this setting, we are given…