When are dynamical systems learned from time series data statistically accurate?

Jeongjin Park, Nicole Yang, Nisha Chandramoorthy

Conventional notions of generalization often fail to describe the ability of learned models to capture meaningful information from dynamical data. A neural network that learns comp…