A package with tools to solve and analyse nonlinear differential equations Stability using DMD.
Project description
NLDESA - Nonlinear Differential Equation Stability Analysis
This is a Python package for the stability analysis of nonlinear differential equations using JAX [1] and pyDMD [2] [3]. The package is still in development and is not yet ready for use.
Authors: João Biu (joaopedrofbiu@tecnico.ulisboa.pt), Miguel Lameiras (miguel.lameiras@tecnico.ulisboa.pt)
[1] https://github.com/google/jax
[2] Demo et al., (2018). PyDMD: Python Dynamic Mode Decomposition. Journal of Open Source Software, 3(22), 530, https://doi.org/10.21105/joss.00530 (https://github.com/PyDMD/PyDMD.git)
Installation
Using pip:
pip install nldesa
For developers
- Clone the repository
cd NLDESA && pip install -e .
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