ettoremessina / differential-equations

Differential equation solvers
MIT License
14 stars 9 forks source link

Differential Equations

The goal of this repository is to share a suite of demos and examples written in Python to deal with differential equations.

ODEs

ODEs folder contains demos and examples to deal with ordinary differential equations and their systems.

Please visit here for demos of ODE solvers in Python.

Please visit here for demos of SymPy to solve analytically ODEs in Python.

Please visit here for demos of ODE solvers in Julia.

Please visit here for Neural ODEs experiments with TensorFlowDiffEq.

Please visit here for a tool written in Python to study the behavior of a linear and homogeneous dynamical system on the plane with constant coefficients defined by a system of two differential equations expressed in matrix form.

Please visit here for a tool written in Python to study the behavior of a nonlinear and dynamical system around its hyperbolic critical points by linearization applying the Hartman-Grobman theorem.

DDEs

DDEs folder contains demos and examples to deal with delay differential equations.

Please visit here to see two numerical methods to solve DDEs and systems of DDEs.

Please visit here to see a method to solve first-order DDEs using Lambert W function