Neural ODEs with Irregular and Noisy Data
Pawan Goyal, Peter Benner · Zenodo (CERN European Organization for Nuclear Research) · 2023
This archive contains the Python implementation using the PyTorch framework to learn nonlinear dynamical systems which is based on the work: P. Goyal, and P. Benner, [Neural ODE with Irregular and Noisy Data](https://arxiv.org/abs/2205.09479), arXiv:2205.09479, 2022 This work illustrates how neuralODEs can be employed efficiently to learn dynamical systems when data are highly noisy and irregular.