ADEPT

ADEPT is a set of A utomatic D ifferentation E nabled P lasma T ransport solvers.

So far, we have implemented the following solvers

1. Vlasov-Poisson-Fokker-Planck 1D1V

2. Two fluid - Poisson system in 1D

3. Zakharov Equations for Two Plasmon Decay in 2D

4. Vlasov-Poisson-Fokker-Planck (spherical harmonic decomposition) 1D3V

Examples

Examples can be found in the tests folder or in the adept-notebooks repository - http://github.com/ergodicio/adept-notebooks. Example configuration files are also provided in configs/

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Documentation

Contents:

• Usage
• Available solvers
• FAQ
• API Guide

Note

This project is under active development.

Contributing guide

The contributing guide is in development but for now, just make an issue / pull request and we can go from there :)

Citation

[1] A. S. Joglekar and A. G. R. Thomas, “Machine learning of hidden variables in multiscale fluid simulation,” Mach. Learn.: Sci. Technol., vol. 4, no. 3, p. 035049, Sep. 2023, doi: 10.1088/2632-2153/acf81a.