Python package for the data-driven Rosenbluth-Fokker-Planck equation.
Project description
Python Package for the Rosenbluth Fokker Planck (RFP) Equation
Currently, heavily under renovation (refactoring) from my old code (in my other private repository)
Description
This package is refactored version of a part of the pystops_ml
code.
I've separated only data generation and training part from pystops_ml
.
Unlike pystops_ml
, this module doesn't utilize distributed training. (DDP
feature not needed)
This code is part of my paper, Data-Driven Stochastic Particle Scheme for Collisional Plasma Simulations.
- Preprint is available at SSRN
Dependencies
-
Global
-
python >=3.10
-
torch >= 1.13.1
-
Personal project
pymaxed
(for the Maximum Entropy Distribution)pyapes
(for the field solver)pymytools
(miscellaneous tools including data IO, logging, and progress bar)
Project details
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