ADEPT

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

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
  • Installation
  • Run an example
• Available solvers
  • Explicit Cartesian-Cartesian Vlasov 1D1V
  • Enveloped equations in Cartesian 2D
  • Implicit Cartesian-Spherical Harmonics Vlasov-Fokker-Planck in 1D3V
• FAQ
• API Guide
  • ergoExo
  • ADEPTModule

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.