Machine Learning, Neural Network Algorithm, Differential Equations.
graphic comparing the number of calls to ODESolve for an Augmented Neural ODE in comparison to a Neural ODE for A_2. Instead of learning a complicated map in ℝ², the augmented Neural ODE learns a simple map in ℝ³, shown by the near steady number of calls to ODESolve during training. The researchers