Christopher Woolford
Physics PhD Student
PyPIC3D
URL: https://github.com/uwplasma/PyPIC3D
Project Details
I have built a differentiable, 3D particle in cell simulation in Python with the JAX library. I am currently extending this code to feature arbitrary coordinates and dynamical relativity for use in studying fully relativistic plasma phenomena.
Features
- Spectral and Finite Difference Solvers
- Electrostatic and Dynamic Methods
- Macroparticle Weight Scaling by Debye Length
- Just-in-time Compilation