/neuralODE

Implementing the Neural ODE approach for system identification and parameter estimation.

Primary LanguageJupyter Notebook

Neural ODE

  • system_identification.ipynb: this notebook shows how to implement a Neural ODE approach to learn the unknown dynamics.
  • parameter_estimation.ipynb: this notebook investigate using Neural ODE approach for estimating unknown ODE parameters

Companion blog

A separate blog focusing on reviewing the fundamental theories is also available. The blog is located here:

Modeling Dynamical Systems With Neural ODE: A Hands-on Guide