epednn-mit 1.0.0

EPED network networks trained by MIT

epednn_mit

EPED neural networks trained at MIT

TORAX interfaces currently under development.

Disclaimer

Any results of the EPEDNN models in this repository are not considered to be official EPED results, due to the approximate nature of surrogate models. Usage of the NN results do not automatically assume agreement from the authors of the original EPED model.

If these NN models are used for any work that is intended for publication or conference presentation, its users are requested to verify the NN results against EPED itself and contact the original EPED authors (P.B. Snyder or H.R. Wilson) to verify results prior to publication. More info on EPED can be found in the citations below.

Citations

EPED: P.B. Snyder et al Nucl. Fusion 51 103016 (2011), P.B. Snyder et al Phys. Plasmas 19 056115 (2012)

SPARC model: M. Muraca et al Nucl. Fusion 65 096010 (2025)