/API-ESN

Automatic-differentiated Physics-Informed Echo State Network (API-ESN) for the reconstruction of hidden states in dynamical systems. A.Racca and L.Magri, Lecture Notes in Computer Science (2021).

Primary LanguageJupyter NotebookMIT LicenseMIT

In this repository we show the code for the Automatic differentiated Physics-Informed Echo State Network (API-ESN) by A.Racca and L.Magri published in Lecture Notes for Computer Science (2021). A preprint can be found at https://arxiv.org/abs/2101.00002.

For more details on how the code works, there is an additional README file inside the source folder.