ITER-like equilibrium dataset

Description

This repo contains a Collection of 81986 synthetic equilibria of an ITER-like device useful to develop Machine-Learning-based surrogate models of 2D plasma equilibrium. The equilibrium dataset has been generated using the codes IET [1] and FRIDA [2] (code repo here and here).

Consume

• Full dataset (81986 equilibria, .mat, 8.6GB) availble here (Dropbox) or here (Drive)
• Sample dataset (500 equilibria, .mat, 50MB) availble here (Drive)

Example

See the notebook ...

Citations

If you are using these data, we ask you to give us a citation!! Here are the papers:

@article{bonotto2022coupled,
  title={A coupled FEM-BEM approach for the solution of the free-boundary axi-symmetric plasma equilibrium problem},
  author={Bonotto, M and Abate, D and Bettini, P and Villone, F and others},
  journal={Commun. Comput. Phys.},
  volume={31},
  number={1},
  pages={27--59},
  year={2022}
}

@article{abate2019inverse,
  title={An inverse equilibrium tool to define axisymmetric plasma equilibria},
  author={Abate, Domenico and Bettini, Paolo},
  journal={Plasma Physics and Controlled Fusion},
  volume={61},
  number={10},
  pages={105016},
  year={2019},
  publisher={IOP Publishing}
}